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ORCIDPramod K. Varshney
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- affiliation: Syracuse University, USA
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Books and Theses
- 2018
[b3]Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Secure Networked Inference with Unreliable Data Sources. Springer 2018, ISBN 978-981-13-2311-9, pp. 1-208- 1997
- [b2]Pramod K. Varshney:
Distributed Detection and Data Fusion. Springer 1997, ISBN 978-1-4612-7333-2, pp. 1-276 - 1976
- [b1]Pramod K. Varshney:
Models and Efficient Receivers for Communication Channels With Memory. University of Illinois Urbana-Champaign, USA, 1976
Journal Articles
- 2024
- [j289]Chengxi Li, Gang Li, Zhuoyue Wang, Xueqian Wang, Pramod K. Varshney:
COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks. Inf. Fusion 106: 102240 (2024) - [j288]Ayush Kumar Dwivedi
, Sachin Chaudhari, Neeraj Varshney, Pramod K. Varshney:
Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference. IEEE Internet Things J. 11(5): 8783-8799 (2024) - [j287]Augustin-Alexandru Saucan, Víctor Elvira, Pramod K. Varshney, Moe Z. Win:
Information Fusion via Importance Sampling. IEEE Trans. Signal Inf. Process. over Networks 10: 376-389 (2024) - [j286]Juan Hu, Lei Zuo, Pramod K. Varshney, Yongchan Gao:
Resource Allocation for Distributed Multitarget Tracking in Radar Networks With Missing Data. IEEE Trans. Signal Process. 72: 718-734 (2024) - [j285]Guoxin Zhang, Wei Yi, Michail Matthaiou, Pramod K. Varshney:
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks. IEEE Trans. Signal Process. 72: 3059-3075 (2024) - [j284]Berkan Dulek, Emre Efendi, Pramod K. Varshney:
Behavioral Utility-Based Distributed Detection With Conditionally Independent Observations. IEEE Trans. Signal Process. 72: 3717-3730 (2024) - [j283]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy One-Bit Compressed Sensing With Side-Information. IEEE Trans. Signal Process. 72: 3792-3804 (2024) - 2023
- [j282]Ruixin Niu, Pramod K. Varshney:
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location. IEEE Commun. Lett. 27(11): 3113-3117 (2023) - [j281]Chang Gao, Junkun Yan, Bo Chen, Pramod K. Varshney, Tianyi Jia, Hongwei Liu:
Data association for maneuvering targets through a combined siamese network and XGBoost model. Signal Process. 211: 109086 (2023) - [j280]Chen Quan, Nandan Sriranga, Haodong Yang, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks. IEEE Signal Process. Lett. 30: 145-149 (2023) - [j279]Chengxi Li, Gang Li, Xueqian Wang, Pramod K. Varshney:
A Copula-Based Method for Change Detection With Multisensor Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j278]Guoxin Zhang, Wei Yi, Pramod K. Varshney, Lingjiang Kong:
Direct Target Localization With Quantized Measurements in Noncoherent Distributed MIMO Radar Systems. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j277]Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. IEEE Trans. Signal Inf. Process. over Networks 9: 640-654 (2023) - [j276]Chen Quan, Saikiran Bulusu, Baocheng Geng, Yunghsiang S. Han, Nandan Sriranga, Pramod K. Varshney:
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks. IEEE Trans. Signal Process. 71: 3343-3356 (2023) - [j275]Jiajie Sun, Zhiguo Wang, Xiaojing Shen, Pramod K. Varshney:
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems. IEEE Trans. Signal Process. 71: 4146-4162 (2023) - 2022
- [j274]Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed detection of sparse signals with censoring sensors in clustered sensor networks. Inf. Fusion 83-84: 1-18 (2022) - [j273]Chengxi Li, Gang Li, Pramod K. Varshney:
Decentralized Federated Learning via Mutual Knowledge Transfer. IEEE Internet Things J. 9(2): 1136-1147 (2022) - [j272]Chengxi Li, Gang Li, Pramod K. Varshney:
Federated Learning With Soft Clustering. IEEE Internet Things J. 9(10): 7773-7782 (2022) - [j271]Chengxi Li, Gang Li, Pramod K. Varshney:
Robust Federated Opportunistic Learning in the Presence of Label Quality Disparity. IEEE Internet Things J. 9(13): 10978-10987 (2022) - [j270]Victor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner, Pramod K. Varshney:
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information. IEEE Internet Things J. 9(20): 20308-20321 (2022) - [j269]Ruiying Lu, Bo Chen, Jianqiao Sun, Wenchao Chen, Penghui Wang, Yuanwei Chen, Hongwei Liu, Pramod K. Varshney:
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Signal Process. 16(4): 649-665 (2022) - [j268]Baocheng Geng, Xiancheng Cheng, Swastik Brahma, David Kellen, Pramod K. Varshney:
Collaborative Human Decision Making With Heterogeneous Agents. IEEE Trans. Comput. Soc. Syst. 9(2): 469-479 (2022) - [j267]Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks. IEEE Trans. Signal Inf. Process. over Networks 8: 49-62 (2022) - [j266]Ye Yuan, Wei Yi, Pramod K. Varshney:
Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking. IEEE Trans. Signal Process. 70: 862-877 (2022) - [j265]Anthony Trezza, Donald J. Bucci, Pramod K. Varshney:
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking. IEEE Trans. Signal Process. 70: 1010-1025 (2022) - [j264]Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney:
Robust Decentralized Learning Using ADMM With Unreliable Agents. IEEE Trans. Signal Process. 70: 2743-2757 (2022) - [j263]Jun Sun, Wei Yi, Pramod K. Varshney, Lingjiang Kong:
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection. IEEE Trans. Signal Process. 70: 3878-3893 (2022) - [j262]Ailiya, Wei Yi, Pramod K. Varshney:
Adaptation of Frequency Hopping Interval for Radar Anti-Jamming Based on Reinforcement Learning. IEEE Trans. Veh. Technol. 71(12): 12434-12449 (2022) - 2021
- [j261]Domenico Ciuonzo, Pierluigi Salvo Rossi, Pramod K. Varshney:
Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests. IEEE Internet Things J. 8(11): 9059-9071 (2021) - [j260]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems. IEEE Internet Things J. 8(15): 12279-12288 (2021) - [j259]Chengxi Li, Gang Li, Pramod K. Varshney:
Communication-Efficient Federated Learning Based on Compressed Sensing. IEEE Internet Things J. 8(20): 15531-15541 (2021) - [j258]Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney:
Controllability of Network Opinion in Erdös-Rényi Graphs Using Sparse Control Inputs. SIAM J. Control. Optim. 59(3): 2321-2345 (2021) - [j257]Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Jize Zhang, Yi Zhou, Yingbin Liang, Thomas Yong-Jin Han, Pramod K. Varshney:
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data. SIAM J. Math. Data Sci. 3(4): 1197-1222 (2021) - [j256]Xiancheng Cheng, Baocheng Geng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney:
Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks. IEEE Signal Process. Lett. 28: 1630-1634 (2021) - [j255]Saikiran Bulusu, Prashant Khanduri, Swatantra Kafle, Pranay Sharma, Pramod K. Varshney:
Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations. IEEE Trans. Signal Inf. Process. over Networks 7: 754-766 (2021) - [j254]Ye Yuan, Wei Yi, Reza Hoseinnezhad, Pramod K. Varshney:
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars. IEEE Trans. Signal Process. 69: 443-458 (2021) - [j253]Geethu Joseph, Pramod K. Varshney:
Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data. IEEE Trans. Signal Process. 69: 905-916 (2021) - [j252]Xiancheng Cheng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney:
Joint Collaboration and Compression Design for Distributed Sequential Estimation in a Wireless Sensor Network. IEEE Trans. Signal Process. 69: 5448-5462 (2021) - [j251]Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Linear Transceiver Designs for Vector Parameter Estimation in MIMO Wireless Sensor Networks Under CSI Uncertainty. IEEE Trans. Veh. Technol. 70(8): 7347-7362 (2021) - [j250]Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor:
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA, and PD-NOMA Schemes. IEEE Wirel. Commun. Lett. 10(4): 715-719 (2021) - 2020
- [j249]Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song:
Anomalous Example Detection in Deep Learning: A Survey. IEEE Access 8: 132330-132347 (2020) - [j248]Wolf Peter Jean Philippe, Shan Zhang, Sara Eftekharnejad, Prasanta K. Ghosh, Pramod K. Varshney:
Mixed Copula-Based Uncertainty Modeling of Hourly Wind Farm Production for Power System Operational Planning Studies. IEEE Access 8: 138569-138583 (2020) - [j247]Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney:
Multiple-source ellipsoidal localization using acoustic energy measurements. Autom. 112 (2020) - [j246]Shenghua Zhou, Jing Lu, Pramod K. Varshney, Jianlai Wang, Hui Ma, Hongwei Liu:
Colocated MIMO radar waveform optimization with receive beamforming. Digit. Signal Process. 98: 102635 (2020) - [j245]Chen Quan, Animesh Yadav, Baocheng Geng, Pramod K. Varshney, H. Vincent Poor:
A Novel Spectrally-Efficient Uplink Hybrid-Domain NOMA System. IEEE Commun. Lett. 24(11): 2609-2613 (2020) - [j244]Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test. IEEE Signal Process. Lett. 27: 346-350 (2020) - [j243]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications. IEEE Signal Process. Mag. 37(5): 43-54 (2020) - [j242]Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney:
On the Design of Near-Optimal Variable-Length Error-Correcting Codes for Large Source Alphabets. IEEE Trans. Commun. 68(12): 7896-7910 (2020) - [j241]Zhengjue Wang, Bo Chen, Ruiying Lu, Hao Zhang, Hongwei Liu, Pramod K. Varshney:
FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Image Process. 29: 7565-7577 (2020) - [j240]Pranay Sharma, Donald J. Bucci, Swastik K. Brahma, Pramod K. Varshney:
Communication Network Topology Inference via Transfer Entropy. IEEE Trans. Netw. Sci. Eng. 7(1): 562-575 (2020) - [j239]Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. 68: 647-661 (2020) - [j238]Shan Zhang, Prashant Khanduri, Pramod K. Varshney:
Distributed Sequential Detection: Dependent Observations and Imperfect Communication. IEEE Trans. Signal Process. 68: 830-842 (2020) - [j237]Baocheng Geng, Swastik Brahma, Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems. IEEE Trans. Signal Process. 68: 1091-1104 (2020) - [j236]Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks. IEEE Trans. Signal Process. 68: 2963-2976 (2020) - [j235]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. IEEE Trans. Signal Process. 68: 4083-4093 (2020) - [j234]Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy. IEEE Trans. Signal Process. 68: 6040-6054 (2020) - [j233]Ranning Wang, Animesh Yadav, Esraa A. Makled, Octavia A. Dobre, Ruiqin Zhao, Pramod K. Varshney:
Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach. IEEE Wirel. Commun. Lett. 9(2): 223-227 (2020) - 2019
- [j232]Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney:
An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes. IEEE Commun. Lett. 23(3): 398-401 (2019) - [j231]Chang Gao, Junkun Yan, Shenghua Zhou, Pramod K. Varshney, Hongwei Liu:
Long short-term memory-based deep recurrent neural networks for target tracking. Inf. Sci. 502: 279-296 (2019) - [j230]Xueqian Wang, Gang Li, Pramod K. Varshney:
Distributed Detection of Weak Signals From One-Bit Measurements Under Observation Model Uncertainties. IEEE Signal Process. Lett. 26(3): 415-419 (2019) - [j229]Chengxi Li, You He, Xueqian Wang, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios. IEEE Signal Process. Lett. 26(12): 1738-1742 (2019) - [j228]Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Arumugam Nallanathan:
Impact of Intermediate Nanomachines in Multiple Cooperative Nanomachine-Assisted Diffusion Advection Mobile Molecular Communication. IEEE Trans. Commun. 67(7): 4856-4871 (2019) - [j227]Nianxia Cao, Swastik Brahma, Baocheng Geng, Pramod K. Varshney:
Optimal Auction Design With Quantized Bids for Target Tracking via Crowdsensing. IEEE Trans. Comput. Soc. Syst. 6(5): 847-857 (2019) - [j226]Swatantra Kafle, Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5(1): 15-30 (2019) - [j225]Shan Zhang, Lakshmi Narasimhan Theagarajan, Sora Choi, Pramod K. Varshney:
Fusion of Correlated Decisions Using Regular Vine Copulas. IEEE Trans. Signal Process. 67(8): 2066-2079 (2019) - [j224]Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
K-Medoids Clustering of Data Sequences With Composite Distributions. IEEE Trans. Signal Process. 67(8): 2093-2106 (2019) - [j223]Xueqian Wang, Gang Li, Pramod K. Varshney:
Detection of Sparse Stochastic Signals With Quantized Measurements in Sensor Networks. IEEE Trans. Signal Process. 67(8): 2210-2220 (2019) - [j222]Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing. IEEE Trans. Signal Process. 67(15): 4027-4042 (2019) - [j221]Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Distributed Detection in Massive MIMO Wireless Sensor Networks Under Perfect and Imperfect CSI. IEEE Trans. Signal Process. 67(15): 4055-4068 (2019) - [j220]Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Design of Optimal Precoders for High Dimensional Signal Detection. IEEE Trans. Signal Process. 67(15): 4122-4135 (2019) - [j219]Chengxi Li, Gang Li, Bhavya Kailkhura, Pramod K. Varshney:
Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements. IEEE Trans. Signal Process. 67(18): 4696-4706 (2019) - [j218]Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals With Quantized Measurements: The Generalized Gaussian Case. IEEE Trans. Signal Process. 67(18): 4886-4898 (2019) - [j217]Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Sequential Random Distortion Testing of Non-Stationary Processes. IEEE Trans. Signal Process. 67(21): 5450-5462 (2019) - [j216]Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking. IEEE Trans. Signal Process. 67(22): 5896-5911 (2019) - 2018
- [j215]Amrita Mishra, Vini Gupta, Saumya Dwivedi, Aditya K. Jagannatham, Pramod K. Varshney:
Sparse Bayesian Learning-Based Target Imaging and Parameter Estimation for Monostatic MIMO Radar Systems. IEEE Access 6: 68545-68559 (2018) - [j214]Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer:
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. J. Mach. Learn. Res. 19: 34:1-34:46 (2018) - [j213]Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. IEEE J. Sel. Top. Signal Process. 12(5): 1005-1014 (2018) - [j212]Onur Ozdemir, Thomas G. Allen, Sora Choi, Thakshila Wimalajeewa, Pramod K. Varshney:
Copula Based Classifier Fusion Under Statistical Dependence. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2740-2748 (2018) - [j211]Ruixin Niu, Aditya Vempaty, Pramod K. Varshney:
Received-Signal-Strength-Based Localization in Wireless Sensor Networks. Proc. IEEE 106(7): 1166-1182 (2018) - [j210]Kyatsandra G. Nagananda, Pramod K. Varshney:
On Weak Signal Detection With Compressive Measurements. IEEE Signal Process. Lett. 25(1): 125-129 (2018) - [j209]Abhinav Goel, Adarsh Patel, Kyatsandra G. Nagananda, Pramod K. Varshney:
Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks. IEEE Signal Process. Lett. 25(8): 1191-1195 (2018) - [j208]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Classification in the Presence of Intra-and Inter-Signal Correlation. IEEE Signal Process. Lett. 25(9): 1398-1402 (2018) - [j207]Xueqian Wang, Gang Li, Pramod K. Varshney:
Detection of Sparse Signals in Sensor Networks via Locally Most Powerful Tests. IEEE Signal Process. Lett. 25(9): 1418-1422 (2018) - [j206]Sinan Gezici, Pramod K. Varshney:
On the Optimality of Likelihood Ratio Test for Prospect Theory-Based Binary Hypothesis Testing. IEEE Signal Process. Lett. 25(12): 1845-1849 (2018) - [j205]Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Cognitive MIMO-RF/FSO Cooperative Relay Communication With Mobile Nodes and Imperfect Channel State Information. IEEE Trans. Cogn. Commun. Netw. 4(3): 544-555 (2018) - [j204]Yunghsiang S. Han, Ting-Yi Wu, Po-Ning Chen, Pramod K. Varshney:
A Low-Complexity Maximum-Likelihood Decoder for Tail-Biting Convolutional Codes. IEEE Trans. Commun. 66(5): 1859-1870 (2018) - [j203]Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan:
Abnormality Detection Inside Blood Vessels With Mobile Nanomachines. IEEE Trans. Mol. Biol. Multi Scale Commun. 4(3): 189-194 (2018) - [j202]Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Mitigation of Byzantine Attacks on Distributed Detection Systems Using Audit Bits. IEEE Trans. Signal Inf. Process. over Networks 4(1): 18-32 (2018) - [j201]Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines. IEEE Trans. Signal Inf. Process. over Networks 4(4): 643-655 (2018) - [j200]Adarsh Patel, Hukma Ram, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Cooperative Spectrum Sensing for MIMO Cognitive Radio Networks Under CSI Uncertainty. IEEE Trans. Signal Process. 66(1): 18-33 (2018) - [j199]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing-Based Detection With Multimodal Dependent Data. IEEE Trans. Signal Process. 66(3): 627-640 (2018) - [j198]Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney:
Experiments and Models for Decision Fusion by Humans in Inference Networks. IEEE Trans. Signal Process. 66(11): 2960-2971 (2018) - [j197]Shan Zhang, Sijia Liu, Vinod Sharma, Pramod K. Varshney:
Optimal Sensor Collaboration for Parameter Tracking Using Energy Harvesting Sensors. IEEE Trans. Signal Process. 66(12): 3339-3353 (2018) - [j196]Chun-Yi Wei, Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Target Localization Using Sensor Location Knowledge in Wireless Sensor Networks. IEEE Wirel. Commun. Lett. 7(3): 456-459 (2018) - 2017
- [j195]Venkata Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney:
On Strategic Multi-Antenna Jamming in Centralized Detection Networks. IEEE Signal Process. Lett. 24(2): 186-190 (2017) - [j194]Siva Ram Krishna Vadali, Priyadip Ray, Subrahmanyam Mula, Pramod K. Varshney:
Linear Detection of a Weak Signal in Additive Cauchy Noise. IEEE Trans. Commun. 65(3): 1061-1076 (2017) - [j193]Koray Ozcan, Senem Velipasalar, Pramod K. Varshney:
Autonomous Fall Detection With Wearable Cameras by Using Relative Entropy Distance Measure. IEEE Trans. Hum. Mach. Syst. 47(1): 31-39 (2017) - [j192]Chun-Yi Wei, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Local Threshold Design for Target Localization Using Error Correcting Codes in Wireless Sensor Networks in the Presence of Byzantine Attacks. IEEE Trans. Inf. Forensics Secur. 12(7): 1571-1584 (2017) - [j191]V. Sriram Siddhardh Nadendla, Swastik K. Brahma, Pramod K. Varshney:
Optimal Spectrum Auction Design With 2-D Truthful Revelations Under Uncertain Spectrum Availability. IEEE/ACM Trans. Netw. 25(1): 420-433 (2017) - [j190]Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection With Compressive Measurements via Partial Support Set Estimation. IEEE Trans. Signal Inf. Process. over Networks 3(1): 46-60 (2017) - [j189]Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Data Falsification Attacks on Consensus-Based Detection Systems. IEEE Trans. Signal Inf. Process. over Networks 3(1): 145-158 (2017) - [j188]Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single Versus Multiple Antenna Transmission Systems Using Pilot Data. IEEE Trans. Signal Inf. Process. over Networks 3(1): 159-171 (2017) - [j187]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection With Physical Layer Secrecy Constraints. IEEE Trans. Signal Process. 65(4): 1013-1025 (2017) - [j186]Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Multi-Object Classification via Crowdsourcing With a Reject Option. IEEE Trans. Signal Process. 65(4): 1068-1081 (2017) - [j185]Qunwei Li, Pramod K. Varshney:
Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network. IEEE Trans. Wirel. Commun. 16(7): 4727-4737 (2017) - [j184]Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Subspace-Aware Index Codes. IEEE Wirel. Commun. Lett. 6(3): 366-369 (2017) - 2016
- [j183]Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney:
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach. IEEE Signal Process. Lett. 23(10): 1484-1488 (2016) - [j182]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Design With Quantized Bids. IEEE Signal Process. Lett. 23(11): 1518-1522 (2016) - [j181]Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney:
Permutation Trellis Coded Multi-Level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. IEEE Trans. Commun. 64(1): 104-116 (2016) - [j180]Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
Strategic Power Allocation With Incomplete Information in the Presence of a Jammer. IEEE Trans. Commun. 64(8): 3467-3479 (2016) - [j179]Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney:
Stair blue noise sampling. ACM Trans. Graph. 35(6): 248:1-248:10 (2016) - [j178]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks. IEEE Trans. Signal Process. 64(3): 556-566 (2016) - [j177]Hao He, Pramod K. Varshney:
A Coalitional Game for Distributed Inference in Sensor Networks With Dependent Observations. IEEE Trans. Signal Process. 64(7): 1854-1866 (2016) - [j176]V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Design of Binary Quantizers for Distributed Detection Under Secrecy Constraints. IEEE Trans. Signal Process. 64(10): 2636-2648 (2016) - [j175]Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad, Engin Masazade, Geert Leus, Pramod K. Varshney:
Sensor Selection for Estimation with Correlated Measurement Noise. IEEE Trans. Signal Process. 64(13): 3509-3522 (2016) - [j174]Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney:
Sensor Selection for Target Tracking in Wireless Sensor Networks With Uncertainty. IEEE Trans. Signal Process. 64(20): 5191-5204 (2016) - [j173]Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters. IEEE Trans. Signal Process. 64(24): 6613-6626 (2016) - [j172]Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney:
Coupled Detection and Estimation Based Censored Spectrum Sharing in Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 15(6): 4206-4217 (2016) - [j171]Piyush Bhardwaj, Ankita Panwar, Onur Ozdemir, Engin Masazade, Irina Kasperovich, Andrew L. Drozd, Chilukuri K. Mohan, Pramod K. Varshney:
Enhanced Dynamic Spectrum Access in Multiband Cognitive Radio Networks via Optimized Resource Allocation. IEEE Trans. Wirel. Commun. 15(12): 8093-8106 (2016) - [j170]Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressed Detection With Secrecy Guarantees. IEEE Wirel. Commun. Lett. 5(4): 420-423 (2016) - 2015
- [j169]Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Distributed inference in the presence of eavesdroppers: a survey. IEEE Commun. Mag. 53(6): 40-46 (2015) - [j168]Renbin Peng, Pramod K. Varshney:
On performance limits of image segmentation algorithms. Comput. Vis. Image Underst. 132: 24-38 (2015) - [j167]Amit K. Roy-Chowdhury, Mohan S. Kankanhalli, Janusz Konrad, Christian Micheloni, Pramod K. Varshney:
Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media. IEEE J. Sel. Top. Signal Process. 9(2): 201-203 (2015) - [j166]Renbin Peng, Pramod K. Varshney:
A human visual system-driven image segmentation algorithm. J. Vis. Commun. Image Represent. 26: 66-79 (2015) - [j165]Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney:
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data. IEEE Signal Process. Lett. 22(5): 608-612 (2015) - [j164]Nilanjan Biswas, Priyadip Ray, Pramod K. Varshney:
Distributed Detection Over Channels with Memory. IEEE Signal Process. Lett. 22(12): 2494-2498 (2015) - [j163]Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Error-Correcting Product-Matrix Codes. IEEE Trans. Commun. 63(6): 1925-1938 (2015) - [j162]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Recovery From Structured Union of Subspaces. IEEE Trans. Inf. Theory 61(4): 2101-2114 (2015) - [j161]Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels With Distributed Sparse Random Projections. IEEE Trans. Signal Inf. Process. over Networks 1(1): 33-44 (2015) - [j160]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Target Tracking via Crowdsourcing: A Mechanism Design Approach. IEEE Trans. Signal Process. 63(6): 1464-1476 (2015) - [j159]Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation. IEEE Trans. Signal Process. 63(10): 2582-2596 (2015) - [j158]Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney:
Detection of Dependent Heavy-Tailed Signals. IEEE Trans. Signal Process. 63(11): 2790-2803 (2015) - [j157]Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney:
Distributed Inference in Tree Networks Using Coding Theory. IEEE Trans. Signal Process. 63(14): 3715-3726 (2015) - [j156]Hao He, Pramod K. Varshney:
Fusing Censored Dependent Data for Distributed Detection. IEEE Trans. Signal Process. 63(16): 4385-4395 (2015) - [j155]Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney:
Distributed Bayesian Detection in the Presence of Byzantine Data. IEEE Trans. Signal Process. 63(19): 5250-5263 (2015) - [j154]Yujiao Zheng, Nianxia Cao, Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Probabilistic Sensor Management for Target Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 63(22): 6049-6060 (2015) - [j153]Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
Distributed Maximum Likelihood Classification of Linear Modulations Over Nonidentical Flat Block-Fading Gaussian Channels. IEEE Trans. Wirel. Commun. 14(2): 724-737 (2015) - [j152]Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm. IEEE Trans. Wirel. Commun. 14(11): 6389-6400 (2015) - 2014
- [j151]Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Robust distributed maximum likelihood estimation with dependent quantized data. Autom. 50(1): 169-174 (2014) - [j150]Berkan Dulek, Mehmet Emin Tutay, Sinan Gezici, Pramod K. Varshney:
Optimal signaling and detector design for M-ary communication systems in the presence of multiple additive noise channels. Digit. Signal Process. 26: 153-168 (2014) - [j149]Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
A novel approach to dictionary construction for automatic modulation classification. J. Frankl. Inst. 351(5): 2991-3012 (2014) - [j148]Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable Crowdsourcing for Multi-Class Labeling Using Coding Theory. IEEE J. Sel. Top. Signal Process. 8(4): 667-679 (2014) - [j147]Hao Chen, Lav R. Varshney, Pramod K. Varshney:
Noise-Enhanced Information Systems. Proc. IEEE 102(10): 1607-1621 (2014) - [j146]Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
Modulation Discovery Over Arbitrary Additive Noise Channels Based on the Richardson-Lucy Algorithm. IEEE Signal Process. Lett. 21(6): 756-760 (2014) - [j145]Thakshila Wimalajeewa, Pramod K. Varshney:
Asymptotic Performance of Categorical Decision Making with Random Thresholds. IEEE Signal Process. Lett. 21(8): 994-997 (2014) - [j144]Sijia Liu, Aditya Vempaty, Makan Fardad, Engin Masazade, Pramod K. Varshney:
Energy-Aware Sensor Selection in Field Reconstruction. IEEE Signal Process. Lett. 21(12): 1476-1480 (2014) - [j143]Gang Li, Pramod K. Varshney:
Micro-Doppler Parameter Estimation via Parametric Sparse Representation and Pruned Orthogonal Matching Pursuit. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4937-4948 (2014) - [j142]Aditya Vempaty, Priyadip Ray, Pramod K. Varshney:
False discovery rate based distributed detection in the presence of Byzantines. IEEE Trans. Aerosp. Electron. Syst. 50(3): 1826-1840 (2014) - [j141]Xiaojing Shen, Sijia Liu, Pramod K. Varshney:
Sensor selection for nonlinear systems in large sensor networks. IEEE Trans. Aerosp. Electron. Syst. 50(4): 2664-2678 (2014) - [j140]Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney:
Target Localization in Wireless Sensor Networks Using Error Correcting Codes. IEEE Trans. Inf. Theory 60(1): 697-712 (2014) - [j139]Xiaojing Shen, Pramod K. Varshney:
Sensor Selection Based on Generalized Information Gain for Target Tracking in Large Sensor Networks. IEEE Trans. Signal Process. 62(2): 363-375 (2014) - [j138]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian Estimation With Censored Data for Multi-Sensor Systems. IEEE Trans. Signal Process. 62(10): 2626-2641 (2014) - [j137]V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Inference With M-Ary Quantized Data in the Presence of Byzantine Attacks. IEEE Trans. Signal Process. 62(10): 2681-2695 (2014) - [j136]Sijia Liu, Makan Fardad, Pramod K. Varshney, Engin Masazade:
Optimal Periodic Sensor Scheduling in Networks of Dynamical Systems. IEEE Trans. Signal Process. 62(12): 3055-3068 (2014) - [j135]Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Topologies With Byzantines. IEEE Trans. Signal Process. 62(12): 3208-3219 (2014) - [j134]Thakshila Wimalajeewa, Pramod K. Varshney:
OMP Based Joint Sparsity Pattern Recovery Under Communication Constraints. IEEE Trans. Signal Process. 62(19): 5059-5072 (2014) - [j133]Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney:
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks. IEEE Trans. Signal Process. 62(20): 5359-5369 (2014) - 2013
- [j132]Onur Ozdemir, Ruoyu Li, Pramod K. Varshney:
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios. IEEE Commun. Lett. 17(10): 1889-1892 (2013) - [j131]Renbin Peng, Pramod K. Varshney:
Noise-refined image enhancement using multi-objective optimisation. IET Image Process. 7(3): 191-200 (2013) - [j130]Aditya Vempaty, Lang Tong, Pramod K. Varshney:
Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks. IEEE Signal Process. Mag. 30(5): 65-75 (2013) - [j129]Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney:
Channel-Aware Tracking in Multi-Hop Wireless Sensor Networks with Quantized Measurements. IEEE Trans. Aerosp. Electron. Syst. 49(4): 2353-2368 (2013) - [j128]Min Xu, Hao Chen, Pramod K. Varshney:
Dimensionality Reduction for Registration of High-Dimensional Data Sets. IEEE Trans. Image Process. 22(8): 3041-3049 (2013) - [j127]Swarnendu Kar, Pramod K. Varshney:
Linear Coherent Estimation With Spatial Collaboration. IEEE Trans. Inf. Theory 59(6): 3532-3553 (2013) - [j126]Aditya Vempaty, Onur Ozdemir, Keshav Agrawal, Hao Chen, Pramod K. Varshney:
Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques. IEEE Trans. Signal Process. 61(6): 1495-1508 (2013) - [j125]Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Human Decision Making With Random Local Thresholds. IEEE Trans. Signal Process. 61(11): 2975-2989 (2013) - [j124]Berkan Dulek, N. Denizcan Vanli, Sinan Gezici, Pramod K. Varshney:
Optimum Power Randomization for the Minimization of Outage Probability. IEEE Trans. Wirel. Commun. 12(9): 4627-4637 (2013) - 2012
- [j123]Swastik Brahma, Mainak Chatterjee, Kevin A. Kwiat, Pramod K. Varshney:
Traffic management in wireless sensor networks: Decoupling congestion control and fairness. Comput. Commun. 35(6): 670-681 (2012) - [j122]Thakshila Wimalajeewa, Pramod K. Varshney:
Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy Random Projections. IEEE J. Sel. Top. Signal Process. 6(1): 43-57 (2012) - [j121]Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sparsity-Promoting Extended Kalman Filtering for Target Tracking in Wireless Sensor Networks. IEEE Signal Process. Lett. 19(12): 845-848 (2012) - [j120]Ruixin Niu, Rick S. Blum, Pramod K. Varshney, Andrew L. Drozd:
Target Localization and Tracking in Noncoherent Multiple-Input Multiple-Output Radar Systems. IEEE Trans. Aerosp. Electron. Syst. 48(2): 1466-1489 (2012) - [j119]Hao Chen, Biao Chen, Pramod K. Varshney:
A New Framework for Distributed Detection With Conditionally Dependent Observations. IEEE Trans. Signal Process. 60(3): 1409-1419 (2012) - [j118]Thakshila Wimalajeewa, Hao Chen, Pramod K. Varshney:
Performance Limits of Compressive Sensing-Based Signal Classification. IEEE Trans. Signal Process. 60(6): 2758-2770 (2012) - [j117]Swarnendu Kar, Hao Chen, Pramod K. Varshney:
Optimal Identical Binary Quantizer Design for Distributed Estimation. IEEE Trans. Signal Process. 60(7): 3896-3901 (2012) - [j116]Satish G. Iyengar, Ruixin Niu, Pramod K. Varshney:
Fusing Dependent Decisions for Hypothesis Testing With Heterogeneous Sensors. IEEE Trans. Signal Process. 60(9): 4888-4897 (2012) - [j115]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 60(10): 5048-5063 (2012) - [j114]Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami:
Cramér-Rao Bounds for Polynomial Signal Estimation Using Sensors With AR(1) Drift. IEEE Trans. Signal Process. 60(10): 5494-5507 (2012) - [j113]Yujiao Zheng, Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 60(10): 5549-5556 (2012) - [j112]Dazhi Chen, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
Distributed in-network path planning for sensor network navigation in dynamic hazardous environments. Wirel. Commun. Mob. Comput. 12(8): 739-754 (2012) - 2011
- [j111]Teerasit Kasetkasem, Pramod K. Varshney:
An Optimum Land Cover Mapping Algorithm in the Presence of Shadows. IEEE J. Sel. Top. Signal Process. 5(3): 592-605 (2011) - [j110]Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Copula-Based Fusion of Correlated Decisions. IEEE Trans. Aerosp. Electron. Syst. 47(1): 454-471 (2011) - [j109]Priyadip Ray, Pramod K. Varshney:
Radar Target Detection Framework Based on False Discovery Rate. IEEE Trans. Aerosp. Electron. Syst. 47(2): 1277-1292 (2011) - [j108]Priyadip Ray, Pramod K. Varshney:
False Discovery Rate Based Sensor Decision Rules for the Network-Wide Distributed Detection Problem. IEEE Trans. Aerosp. Electron. Syst. 47(3): 1785-1799 (2011) - [j107]Teerasit Kasetkasem, Manoj K. Arora, Pramod K. Varshney, Vutipong Areekul:
Improving Subpixel Classification by Incorporating Prior Information in Linear Mixture Models. IEEE Trans. Geosci. Remote. Sens. 49(3): 1001-1013 (2011) - [j106]Min Xu, Hao Chen, Pramod K. Varshney:
An Image Fusion Approach Based on Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 49(12): 5116-5127 (2011) - [j105]Swarnendu Kar, Pramod K. Varshney:
Accurate Estimation of Gaseous Strength Using Transient Data. IEEE Trans. Instrum. Meas. 60(4): 1197-1205 (2011) - [j104]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 59(1): 1-14 (2011) - [j103]Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney:
Collaborative Spectrum Sensing in the Presence of Byzantine Attacks in Cognitive Radio Networks. IEEE Trans. Signal Process. 59(2): 774-786 (2011) - [j102]Ashok Sundaresan, Pramod K. Varshney:
Location Estimation of a Random Signal Source Based on Correlated Sensor Observations. IEEE Trans. Signal Process. 59(2): 787-799 (2011) - [j101]Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla:
A Parametric Copula-Based Framework for Hypothesis Testing Using Heterogeneous Data. IEEE Trans. Signal Process. 59(5): 2308-2319 (2011) - [j100]Thakshila Wimalajeewa, Pramod K. Varshney:
Polarity-Coincidence-Array Based Spectrum Sensing for Multiple Antenna Cognitive Radios in the Presence of Non-Gaussian Noise. IEEE Trans. Wirel. Commun. 10(7): 2362-2371 (2011) - 2010
- [j99]Hao Chen, Pramod K. Varshney:
Response to the comments "Contrast sensitivity function - A Correction" by Y. Han, X. Xu and Y. Cai. Inf. Fusion 11(4): 384 (2010) - [j98]Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Chilukuri K. Mohan, Gullu Kiziltas Sendur, Mehmet Keskinöz:
A Multiobjective Optimization Approach to Obtain Decision Thresholds for Distributed Detection in Wireless Sensor Networks. IEEE Trans. Syst. Man Cybern. Part B 40(2): 444-457 (2010) - [j97]Hao Chen, Pramod K. Varshney:
Performance limit for distributed estimation systems with identical one-bit quantizers. IEEE Trans. Signal Process. 58(1): 466-471 (2010) - [j96]Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection with dependent observations. IEEE Trans. Signal Process. 58(3): 1469-1481 (2010) - [j95]Hao Chen, Pramod K. Varshney:
Nonparametric one-bit quantizers for distributed estimation. IEEE Trans. Signal Process. 58(7): 3777-3787 (2010) - [j94]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Energy aware iterative source localization for wireless sensor networks. IEEE Trans. Signal Process. 58(9): 4824-4835 (2010) - 2009
- [j93]Renbin Peng, Hao Chen, Pramod K. Varshney:
Noise-Enhanced Detection of Micro-Calcifications in Digital Mammograms. IEEE J. Sel. Top. Signal Process. 3(1): 62-73 (2009) - [j92]Min Xu, Pramod K. Varshney:
A Subspace Method for Fourier-Based Image Registration. IEEE Geosci. Remote. Sens. Lett. 6(3): 491-494 (2009) - [j91]Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels:
Noise Enhanced Nonparametric Detection. IEEE Trans. Inf. Theory 55(2): 499-506 (2009) - [j90]Hao Chen, Biao Chen, Pramod K. Varshney:
Further Results on the Optimality of the Likelihood-Ratio Test for Local Sensor Decision Rules in the Presence of Nonideal Channels. IEEE Trans. Inf. Theory 55(2): 828-832 (2009) - [j89]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks. IEEE Trans. Signal Process. 57(3): 1190-1202 (2009) - [j88]Min Xu, Hao Chen, Pramod K. Varshney:
Ziv-zakai bounds on image registration. IEEE Trans. Signal Process. 57(5): 1745-1755 (2009) - [j87]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Tracking in wireless sensor networks using particle filtering: physical layer considerations. IEEE Trans. Signal Process. 57(5): 1987-1999 (2009) - [j86]Priyadip Ray, Pramod K. Varshney:
Estimation of spatially distributed processes in wireless sensor networks with random packet loss. IEEE Trans. Wirel. Commun. 8(6): 3162-3171 (2009) - [j85]Ramesh Rajagopalan, Pramod K. Varshney:
Connectivity analysis of wireless sensor networks with regular topologies in the presence of channel fading. IEEE Trans. Wirel. Commun. 8(7): 3475-3483 (2009) - 2008
- [j84]Priyadip Ray, Pramod K. Varshney:
Distributed Detection in Wireless Sensor Networks Using Dynamic Sensor Thresholds. Int. J. Distributed Sens. Networks 4(1): 5-12 (2008) - [j83]Hao Chen, Pramod K. Varshney, James H. Michels:
Improving Sequential Detection Performance Via Stochastic Resonance. IEEE Signal Process. Lett. 15: 685-688 (2008) - [j82]Ruixin Niu, Pramod K. Varshney:
Performance Analysis of Distributed Detection in a Random Sensor Field. IEEE Trans. Signal Process. 56(1): 339-349 (2008) - [j81]Hao Chen, Pramod K. Varshney:
Theory of the Stochastic Resonance Effect in Signal Detection - Part II: Variable Detectors. IEEE Trans. Signal Process. 56(10-2): 5031-5041 (2008) - [j80]Hao Chen, Pramod K. Varshney, James H. Michels:
Noise Enhanced Parameter Estimation. IEEE Trans. Signal Process. 56(10-2): 5074-5081 (2008) - 2007
- [j79]Dazhi Chen, Pramod K. Varshney:
On-demand Geographic Forwarding for data delivery in wireless sensor networks. Comput. Commun. 30(14-15): 2954-2967 (2007) - [j78]Dazhi Chen, Pramod K. Varshney:
A survey of void handling techniques for geographic routing in wireless networks. IEEE Commun. Surv. Tutorials 9(1-4): 50-67 (2007) - [j77]Hao Chen, Pramod K. Varshney:
A human perception inspired quality metric for image fusion based on regional information. Inf. Fusion 8(2): 193-207 (2007) - [j76]Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney, Jie Yang:
Temporal uncertainty reasoning networks for evidence fusion with applications to object detection and tracking. Inf. Fusion 8(3): 281-294 (2007) - [j75]Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney:
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency. IEEE Trans. Commun. 55(7): 1439-1439 (2007) - [j74]Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney:
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency. IEEE Trans. Commun. 55(9): 1772-1782 (2007) - [j73]Chien Yao, Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
Performance Analysis and Code Design for Minimum Hamming Distance Fusion in Wireless Sensor Networks. IEEE Trans. Inf. Theory 53(5): 1716-1734 (2007) - [j72]Kejun Liu, Jing Deng, Pramod K. Varshney, Kashyap Balakrishnan:
An Acknowledgment-Based Approach for the Detection of Routing Misbehavior in MANETs. IEEE Trans. Mob. Comput. 6(5): 536-550 (2007) - [j71]Lauro Snidaro, Ruixin Niu, Gian Luca Foresti, Pramod K. Varshney:
Quality-Based Fusion of Multiple Video Sensors for Video Surveillance. IEEE Trans. Syst. Man Cybern. Part B 37(4): 1044-1051 (2007) - [j70]Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels:
Theory of the Stochastic Resonance Effect in Signal Detection: Part I-Fixed Detectors. IEEE Trans. Signal Process. 55(7-1): 3172-3184 (2007) - [j69]Dazhi Chen, Jing Deng, Pramod K. Varshney:
Selection of a Forwarding Area for Contention-Based Geographic Forwarding in Wireless Multi-Hop Networks. IEEE Trans. Veh. Technol. 56(5): 3111-3122 (2007) - 2006
- [j68]Ramesh Rajagopalan, Pramod K. Varshney:
Data-aggregation techniques in sensor networks: A survey. IEEE Commun. Surv. Tutorials 8(1-4): 48-63 (2006) - [j67]Ruixin Niu, Pramod K. Varshney, Qi Cheng:
Distributed detection in a large wireless sensor network. Inf. Fusion 7(4): 380-394 (2006) - [j66]Qi Cheng, Pramod K. Varshney, Manoj K. Arora:
Logistic Regression for Feature Selection and Soft Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 3(4): 491-494 (2006) - [j65]Steven M. Kay, James H. Michels, Hao Chen, Pramod K. Varshney:
Reducing Probability of Decision Error Using Stochastic Resonance. IEEE Signal Process. Lett. 13(11): 695-698 (2006) - [j64]Biao Chen, Lang Tong, Pramod K. Varshney:
Channel-aware distributed detection in wireless sensor networks. IEEE Signal Process. Mag. 23(4): 16-26 (2006) - [j63]Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney:
A Key Predistribution Scheme for Sensor Networks Using Deployment Knowledge. IEEE Trans. Dependable Secur. Comput. 3(1): 62-77 (2006) - [j62]Ruixin Niu, Biao Chen, Pramod K. Varshney:
Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks. IEEE Trans. Signal Process. 54(3): 1018-1027 (2006) - [j61]Ruixin Niu, Pramod K. Varshney:
Target Location Estimation in Sensor Networks With Quantized Data. IEEE Trans. Signal Process. 54(12): 4519-4528 (2006) - [j60]Tsang-Yi Wang, Yunghsiang S. Han, Biao Chen, Pramod K. Varshney:
A combined decision fusion and channel coding scheme for distributed fault-tolerant classification in wireless sensor networks. IEEE Trans. Wirel. Commun. 5(7): 1695-1705 (2006) - [j59]Qi Cheng, Biao Chen, Pramod K. Varshney:
Detection Performance Limits for Distributed Sensor Networks in the Presence of Nonideal Channels. IEEE Trans. Wirel. Commun. 5(11): 3034-3038 (2006) - 2005
- [j58]Chilukuri K. Mohan, Pramod K. Varshney:
Introduction. Appl. Intell. 23(2): 75 (2005) - [j57]Jing Deng, Yunghsiang S. Han, Wendi Beth Heinzelman, Pramod K. Varshney:
Balanced-energy sleep scheduling scheme for high-density cluster-based sensor networks. Comput. Commun. 28(14): 1631-1642 (2005) - [j56]Sungwook Kim, Pramod K. Varshney:
Adaptive online bandwidth allocation and reservation for QoS sensitive multimedia networks. Comput. Commun. 28(17): 1959-1969 (2005) - [j55]Ruixin Niu, Pramod K. Varshney:
Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size. EURASIP J. Wirel. Commun. Netw. 2005(4): 462-472 (2005) - [j54]Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
Fault-tolerant distributed classification based on non-binary codes in wireless sensor networks. IEEE Commun. Lett. 9(9): 808-810 (2005) - [j53]Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Po-Ning Chen:
Distributed fault-tolerant classification in wireless sensor networks. IEEE J. Sel. Areas Commun. 23(4): 724-734 (2005) - [j52]Jing Deng, Yunghsiang S. Han, Wendi Rabiner Heinzelman, Pramod K. Varshney:
Scheduling Sleeping Nodes in High Density Cluster-based Sensor Networks. Mob. Networks Appl. 10(6): 825-835 (2005) - [j51]Hua-mei Chen, Seungsin Lee, Raghuveer M. Rao, Mohamed-Adel Slamani, Pramod K. Varshney:
Imaging for concealed weapon detection: a tutorial overview of development in imaging sensors and processing. IEEE Signal Process. Mag. 22(2): 52-61 (2005) - [j50]Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney, Jonathan Katz, Aram Khalili:
A pairwise key predistribution scheme for wireless sensor networks. ACM Trans. Inf. Syst. Secur. 8(2): 228-258 (2005) - [j49]Qi Cheng, Pramod K. Varshney, Kishan G. Mehrotra, Chilukuri K. Mohan:
Bandwidth management in distributed sequential detection. IEEE Trans. Inf. Theory 51(8): 2954-2961 (2005) - [j48]Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing. J. Supercomput. 31(2): 137-160 (2005) - [j47]Nojeong Heo, Pramod K. Varshney:
Energy-efficient deployment of Intelligent Mobile sensor networks. IEEE Trans. Syst. Man Cybern. Part A 35(1): 78-92 (2005) - [j46]Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney:
An adaptive multimodal biometric management algorithm. IEEE Trans. Syst. Man Cybern. Part C 35(3): 344-356 (2005) - 2004
- [j45]Mohamed Bingabr, Pramod K. Varshney:
Recovery of corrupted DCT coded images based on reference information. IEEE Trans. Circuits Syst. Video Technol. 14(4): 441-449 (2004) - [j44]Biao Chen, Ruixiang Jiang, Teerasit Kasetkasem, Pramod K. Varshney:
Channel aware decision fusion in wireless sensor networks. IEEE Trans. Signal Process. 52(12): 3454-3458 (2004) - [j43]Sungwook Kim, Pramod K. Varshney:
An integrated adaptive bandwidth-management framework for QoS-sensitive multimedia cellular networks. IEEE Trans. Veh. Technol. 53(3): 835-846 (2004) - 2003
- [j42]Weihua Ye, Pramod K. Varshney:
An equicorrelation-based multiuser communication scheme for DS-CDMA systems. IEEE Trans. Commun. 51(1): 43-47 (2003) - [j41]Hua-mei Chen, Pramod K. Varshney, Manoj K. Arora:
Performance of mutual information similarity measure for registration of multitemporal remote sensing images. IEEE Trans. Geosci. Remote. Sens. 41(11): 2445-2454 (2003) - [j40]Hua-mei Chen, Pramod K. Varshney:
Mutual Information Based CT-MR Brain Image Registration Using Generalized Partial Volume Joint Histogram Estimation. IEEE Trans. Medical Imaging 22(9): 1111-1119 (2003) - 2002
- [j39]Chao-Tang Yu, Pramod K. Varshney:
On Sampling and Quantization for Signal Detection. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 85-A(2): 518-521 (2002) - [j38]Teerasit Kasetkasem, Pramod K. Varshney:
An image change detection algorithm based on Markov random field models. IEEE Trans. Geosci. Remote. Sens. 40(8): 1815-1823 (2002) - [j37]Qian Zhang, Pramod K. Varshney, Richard D. Wesel:
Optimal bi-level quantization of i.i.d. sensor observations for binary hypothesis testing. IEEE Trans. Inf. Theory 48(7): 2105-2111 (2002) - [j36]Biao Chen, Pramod K. Varshney:
A Bayesian sampling approach to decision fusion using hierarchical models. IEEE Trans. Signal Process. 50(8): 1809-1818 (2002) - 2001
- [j35]Qian Zhang, Pramod K. Varshney:
Decentralized M-ary detection via hierarchical binary decision fusion. Inf. Fusion 2(1): 3-16 (2001) - [j34]Pramod K. Varshney:
Fundamentals of multisite radar systems: Victor S. Chernyak, Gordon and Breach Science Publishers, 1998, 475 pp., ISBN 90-5699-165-5. Signal Process. 81(12): 2617 (2001) - [j33]Weihua Ye, Pramod K. Varshney:
A two-stage decorrelating detector for DS/CDMA systems. IEEE Trans. Veh. Technol. 50(2): 465-479 (2001) - 2000
- [j32]V. N. S. Samarasooriya, Pramod K. Varshney:
A fuzzy modeling approach to decision fusion under uncertainty. Fuzzy Sets Syst. 114(1): 59-69 (2000) - [j31]Liane C. Ramac, Pramod K. Varshney:
A wavelet domain diversity method for transmission of images over wireless channels. IEEE J. Sel. Areas Commun. 18(6): 891-898 (2000) - [j30]Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman, Russell D. Brown:
Design, implementation and evaluation of parallel pipelined STAP on parallel computers. IEEE Trans. Aerosp. Electron. Syst. 36(2): 528-548 (2000) - [j29]Michael E. Smith, Pramod K. Varshney:
Intelligent CFAR processor based on data variability. IEEE Trans. Aerosp. Electron. Syst. 36(3-1): 837-847 (2000) - 1999
- [j28]Lin Wu, Pramod K. Varshney:
Performance Analysis of CSMA and BTMA Protocols in Multihop Networks (I), Single Shannel Case. Inf. Sci. 120(1-4): 159-177 (1999) - [j27]Lin Wu, Pramod K. Varshney:
Performance Analysis of CSMA and BTMA Protocols in Multihop Networks (II), Multiple Channel Case. Inf. Sci. 120(1-4): 179-195 (1999) - 1998
- [j26]Chao-Tang Yu, Pramod K. Varshney:
Bit allocation for discrete signal detection. IEEE Trans. Commun. 46(2): 173-175 (1998) - 1997
- [j25]Ramanarayanan Viswanathan, Pramod K. Varshney:
Distributed detection with multiple sensors I. Fundamentals. Proc. IEEE 85(1): 54-63 (1997) - [j24]Liane C. Ramac, Pramod K. Varshney:
Image thresholding based on Ali-Silvey distance measures. Pattern Recognit. 30(7): 1161-1174 (1997) - [j23]Chao-Tang Yu, Pramod K. Varshney:
Sampling design for Gaussian detection problems. IEEE Trans. Signal Process. 45(9): 2328-2337 (1997) - 1996
- [j22]Wael A. Hashlamoun, Pramod K. Varshney:
Near-optimum quantization for signal detection. IEEE Trans. Commun. 44(3): 294-297 (1996) - [j21]Samawal Al-hakeem, Pramod K. Varshney:
Decentralized Bayesian detection with feedback. IEEE Trans. Syst. Man Cybern. Part A 26(4): 503-513 (1996) - 1995
- [j20]Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney:
Parallel Integer Sorting Using Small Operations. Acta Informatica 32(1): 79-92 (1995) - [j19]Chaitanya Tumuluri, Pramod K. Varshney:
An evidential extension of the MRII training algorithm for detecting erroneous MADALINE responses. IEEE Trans. Neural Networks 6(4): 880-892 (1995) - 1994
- [j18]Wael A. Hashlamoun, Pramod K. Varshney, V. N. S. Samarasooriya:
A Tight Upper Bound on the Bayesian Probability of Error. IEEE Trans. Pattern Anal. Mach. Intell. 16(2): 220-224 (1994) - [j17]James H. Michels, Pramod K. Varshney, Donald D. Weiner:
Synthesis of correlated multichannel random processes. IEEE Trans. Signal Process. 42(2): 367-375 (1994) - 1993
- [j16]Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney:
Running ASCEND, DESCEND and PIPELINE Algorithms in Parallel Using Small Processors. Inf. Process. Lett. 46(1): 31-36 (1993) - [j15]Wael A. Hashlamoun, Pramod K. Varshney:
Further results on distributed Bayesian signal detection. IEEE Trans. Inf. Theory 39(5): 1660-1661 (1993) - 1992
- [j14]Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney:
PRAMs with Variable Word-Size. Inf. Process. Lett. 42(4): 217-222 (1992) - 1991
- [j13]Wael A. Hashlamoun, Pramod K. Varshney:
An approach to the design of distributed Bayesian detection structures. IEEE Trans. Syst. Man Cybern. 21(5): 1206-1211 (1991) - 1989
- [j12]Imad Y. Hoballah, Pramod K. Varshney:
An information theoretic approach to the distributed detection problem. IEEE Trans. Inf. Theory 35(5): 988-994 (1989) - [j11]Imad Y. Hoballah, Pramod K. Varshney:
Distributed Bayesian signal detection. IEEE Trans. Inf. Theory 35(5): 995-1000 (1989) - 1988
- [j10]Zeineddine Chair, Pramod K. Varshney:
Distributed Bayesian hypothesis testing with distributed data fusion. IEEE Trans. Syst. Man Cybern. 18(5): 695-699 (1988) - 1984
- [j9]Pramod K. Varshney, Carlos R. P. Hartmann:
Sequential Fault Diagnosis of Modular Systems. IEEE Trans. Computers 33(2): 194-197 (1984) - 1983
- [j8]Kotikalapudi Sriram, Pramod K. Varshney, J. George Shanthikumar:
Discrete-Time Analysis of Integrated Voice/Data Multiplexers With and Without Speech Activity Detectors. IEEE J. Sel. Areas Commun. 1(6): 1124-1132 (1983) - [j7]Vincent C. Vannicola, Pramod K. Varshney:
Spectral Dispersion of Modulated Signals Due to Oscillator Phase Instability: White and Random Walk Phase Model. IEEE Trans. Commun. 31(7): 886-895 (1983) - 1982
- [j6]Pramod K. Varshney, Carlos R. P. Hartmann, Jamie M. de Faria Jr.:
Application of Information Theory to Sequential Fault Diagnosis. IEEE Trans. Computers 31(2): 164-170 (1982) - [j5]Carlos R. P. Hartmann, Pramod K. Varshney, Kishan G. Mehrotra, Carl L. Gerberich:
Application of information theory to the construction of efficient decision trees. IEEE Trans. Inf. Theory 28(4): 565-577 (1982) - 1981
- [j4]Pramod K. Varshney:
Combined quantization-detection of uncertain signals. IEEE Trans. Inf. Theory 27(2): 262-265 (1981) - 1979
- [j3]Pramod K. Varshney:
On Analytical Modeling of Intermittent Faults in Digital Systems. IEEE Trans. Computers 28(10): 786-791 (1979) - 1978
- [j2]Pramod K. Varshney, Abraham H. Haddad:
A Receiver with Memory for Fading Channels. IEEE Trans. Commun. 26(2): 278-283 (1978) - 1977
- [j1]Pramod K. Varshney:
Models and efficient receivers for communication channels with memory (Ph.D. Thesis abstr.). IEEE Trans. Inf. Theory 23(4): 548-549 (1977)
Conference and Workshop Papers
- 2024
- [c275]Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney:
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching. FUSION 2024: 1-8 - [c274]Hanning Tang, Xiaojing Shen, Hua Zhao, Zhiguo Wang, Pramod K. Varshney:
Bures-Wasserstein Barycentric Coordinates with Application to Diffusion Tensor Image Smoothing. FUSION 2024: 1-8 - [c273]Guoxin Zhang, Yunfei Liang, Cong Wang, Wei Yi, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney:
Decentralized Direct Localization Based on Gauss-Newton Method in Multi-Sensor Networks. FUSION 2024: 1-7 - [c272]Mei Zhang, Xiaojing Shen, Zhiguo Wang, Pramod K. Varshney:
Robust Primal-Dual Proximal Algorithm for Cooperative Localization in WSNs. FUSION 2024: 1-8 - [c271]Kunwar Pritiraj Rajput, Linlong Wu, M. R. Bhavani Shankar, Pramod K. Varshney:
Joint Transmit Precoders and Passive Reflection Beamformer Design in IRS-Aided IoT Networks. ICASSP 2024: 156-160 - [c270]Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney:
Learning-Based Cognitive Radar Resource Management for Scanning and Multi-Target Tracking. ICC 2024: 2785-2790 - [c269]Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney:
Learning-Based Resource Management in Integrated Sensing and Communication Systems. INFOCOM (Workshops) 2024: 1-6 - 2023
- [c268]Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks. CISS 2023: 1-6 - [c267]Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
Sequential Processing of Observations in Human Decision-Making Systems. FUSION 2023: 1-6 - [c266]Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking. FUSION 2023: 1-8 - [c265]Saikiran Bulusu, Venkata Gandikota, Pramod K. Varshney:
1-Bit Compressed Sensing with Local Sparsity Patterns. ISIT 2023: 1172-1177 - 2022
- [c264]Nandan Sriranga, Anthony Trezza, Saikiran Bulusu, Donald J. Bucci, Pramod K. Varshney:
Online Identification of Recurring Changepoints. IEEECONF 2022: 426-430 - [c263]Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantines. IEEECONF 2022: 548-552 - [c262]Baocheng Geng, Chen Quan, Tianyun Zhang, Makan Fardad, Pramod K. Varshney:
Loss Attitude Aware Energy Management for Signal Detection. IEEECONF 2022: 824-828 - [c261]Baocheng Geng, Pramod K. Varshney:
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities. CIC 2022: 61-67 - [c260]Geethu Joseph, Pramod K. Varshney:
State Estimation of Linear Systems With Sparse Inputs and Markov-Modulated Missing Outputs. EUSIPCO 2022: 837-841 - [c259]Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Distributed Detection with Multiple Sensors in the Presence of Sybil Attacks. GLOBECOM 2022: 2770-2775 - [c258]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Human Decision Making with Bounded Rationality. ICASSP 2022: 5493-5497 - [c257]Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney:
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms. ICML 2022: 19683-19730 - [c256]Saikiran Bulusu, Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers. NeurIPS 2022 - 2021
- [c255]Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney:
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. ACSCC 2021: 1013-1017 - [c254]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing. GLOBECOM 2021: 1-6 - [c253]Swatantra Kafle, Geethu Joseph, Pramod K. Varshney:
One-Bit Compressed Sensing Using Untrained Network Prior. ICASSP 2021: 2875-2879 - [c252]Chen Quan, Baocheng Geng, Pramod K. Varshney:
On Strategic Jamming in Distributed Detection Networks. ICASSP 2021: 4760-4764 - [c251]Baocheng Geng, Quan Chen, Pramod K. Varshney:
Cognitive Memory Constrained Human Decision Making based on Multi-source Information. ICASSP 2021: 5325-5329 - [c250]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing. ICC 2021: 1-6 - [c249]Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney:
Byzantine Resilient Distributed Clustering with Redundant Data Assignment. ISIT 2021: 2143-2148 - [c248]Sabrina Bourmani, François-Xavier Socheleau, Dominique Pastor, Prashant Khanduri, Pramod K. Varshney:
On Distributed Detection with Random Distortion Testing. ISIVC 2021: 1-6 - [c247]Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney:
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning. NeurIPS 2021: 6050-6061 - 2020
- [c246]Chen Quan, Baocheng Geng, Pramod K. Varshney:
Asymptotic Performance In Heterogeneous Human-machine Inference Networks. ACSSC 2020: 584-588 - [c245]Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
On Human Assisted Decision Making for Machines Using Correlated Observations. ACSSC 2020: 1502-1506 - [c244]Akhil Singh, Sai Praneeth Chokkarapu, Sachin Chaudhari, Pramod K. Varshney:
Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios. COMSNETS 2020: 446-451 - [c243]Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Controlled Sensing and Deep Active Inference. GLOBECOM 2020: 1-6 - [c242]Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney:
Linear MMSE Precoder Combiner Designs for Decentralized Estimation in Wireless Sensor Networks. GLOBECOM 2020: 1-6 - [c241]Saikiran Bulusu, Prashant Khanduri, Pranay Sharma, Pramod K. Varshney:
On Distributed Stochastic Gradient Descent for Nonconvex Functions in the Presence of Byzantines. ICASSP 2020: 3137-3141 - [c240]Geethu Joseph, Swatantra Kafle, Pramod K. Varshney:
One-Bit Compressed Sensing Using Generative Models. ICASSP 2020: 3437-3441 - [c239]Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks. ICASSP 2020: 5200-5204 - [c238]Mangqing Guo, Mustafa Cenk Gursoy, Pramod K. Varshney:
Sparse Activity Detection in Cell-Free Massive MIMO systems. ISIT 2020: 1177-1182 - [c237]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning. SPAWC 2020: 1-5 - [c236]Geethu Joseph, Pramod K. Varshney:
Measurement Bounds for Compressed Sensing with Missing Data. SPAWC 2020: 1-5 - 2019
- [c235]Baocheng Geng, Swastik Brahma, Pramod K. Varshney:
A Truthful Mechanism For Mobility Management In Unmanned Aerial Vehicles Networks. ACSSC 2019: 401-405 - [c234]Shan Zhang, Prashant Khanduri, Pramod K. Varshney:
Distributed Sequential Hypothesis Testing with Dependent Sensor Observations. ACSSC 2019: 1862-1866 - [c233]Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney:
Distributed Detection of Generalized Gaussian Sparse Signals with One-Bit Measurements (Poster). FUSION 2019: 1-5 - [c232]Donald J. Bucci, Pramod K. Varshney:
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges. FUSION 2019: 1-8 - [c231]Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
On Decentralized Self-localization and Tracking Under Measurement Origin Uncertainty. FUSION 2019: 1-8 - [c230]Hanning Tang, Haiqi Liu, Bing Liu, Xiaojing Shen, Pramod K. Varshney:
Some Results on Generalized Ellipsoid Intersection Fusion. FUSION 2019: 1-6 - [c229]Shan Zhang, Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy:
Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach. FUSION 2019: 1-7 - [c228]Saikiran Bulusu, Qunwei Li, Pramod K. Varshney:
On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning. GlobalSIP 2019: 1-5 - [c227]Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy:
On Amelioration Of Human Cognitive Biases In Binary Decision Making. GlobalSIP 2019: 1-5 - [c226]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information. ICASSP 2019: 4873-4877 - [c225]Baocheng Geng, Pramod K. Varshney:
On Decision Making In Human-Machine Networks. MASS 2019: 37-45 - [c224]Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Linear Compression with Side Information for Distributed Detection of High Dimensional Signals. SPAWC 2019: 1-5 - 2018
- [c223]Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo:
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication. ACSSC 2018: 494-498 - [c222]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Decision Tree Design for Classification in Crowdsourcing Systems. ACSSC 2018: 859-863 - [c221]Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
On Self-Localization and Tracking with an Unknown Number of Targets. ACSSC 2018: 1735-1739 - [c220]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Generalized Approximate Message Passing For Noisy 1-Bit Compressed Sensing With Side-Information. ACSSC 2018: 1964-1968 - [c219]Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
On Random Distortion Testing Based Sequential Non-Parametric Hypothesis Testing*. Allerton 2018: 328-334 - [c218]Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
On diffusive molecular communication with mobile nanomachines. CISS 2018: 1-6 - [c217]Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Clustering under composite generative models. CISS 2018: 1-6 - [c216]Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
On Integrating Human Decisions with Physical Sensors for Binary Decision Making. FUSION 2018: 1-5 - [c215]Shan Zhang, Jielong Xu, Sora Choi, Jian Tang, Pramod K. Varshney, Zhenhua Chen:
A Parallel Platform for Fusion of Heterogeneous Stream Data. FUSION 2018: 588-594 - [c214]Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney:
Energy-Efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks. FUSION 2018: 1541-1547 - [c213]Augustin-Alexandru Saucan, Pramod K. Varshney:
Distributed Cross-Entropy δ-GLMB Filter for Multi-Sensor Multi-Target Tracking. FUSION 2018: 1559-1566 - [c212]Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Design of Precoders for High Dimensional Signal Detection in Wireless Sensor Networks. FUSION 2018: 2368-2375 - [c211]Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Exponentially Consistent K-Means Clustering Algorithm Based on Kolmogrov-Smirnov Test. ICASSP 2018: 2296-2300 - [c210]Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
On Sequential Random Distortion Testing of Non-Stationary Processes. ICASSP 2018: 3944-3948 - [c209]Qunwei Li, Pramod K. Varshney:
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. ICASSP 2018: 4109-4113 - [c208]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Bayesian Sparse Signal Detection Exploiting Laplace Prior. ICASSP 2018: 4259-4263 - [c207]Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Human-Machine Inference Networks for Smart Decision Making: Opportunities and Challenges. ICASSP 2018: 6961-6965 - [c206]Jithin Jagannath, Nicholas Polosky, Daniel O'Connor, Lakshmi Narasimhan Theagarajan, Brendan Sheaffer, Svetlana Foulke, Pramod K. Varshney:
Artificial Neural Network Based Automatic Modulation Classification over a Software Defined Radio Testbed. ICC 2018: 1-6 - [c205]Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Distributed Detection in Massive MIMO Wireless Sensor Networks Under CSI Uncertainty. VTC Fall 2018: 1-5 - 2017
- [c204]Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang:
Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems. ASP-DAC 2017: 788-793 - [c203]Thakshila Wimalajeewa, Pramod K. Varshney:
Robust detection of random events with spatially correlated data in wireless sensor networks via distributed compressive sensing. CAMSAP 2017: 1-5 - [c202]Jithin Jagannath, Daniel O'Connor, Nicholas Polosky, Brendan Sheaffer, Svetlana Foulke, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Design and evaluation of hierarchical hybrid automatic modulation classifier using software defined radios. CCWC 2017: 1-7 - [c201]Qunwei Li, Pramod K. Varshney:
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? SocialSens@CPSWeek 2017: 49-54 - [c200]Sijia Liu, Ao Ren, Yanzhi Wang, Pramod K. Varshney:
Ultra-fast robust compressive sensing based on memristor crossbars. ICASSP 2017: 1133-1137 - [c199]Prashant Khanduri, Aditya Vempaty, Pramod K. Varshney:
A unified diversity measure for distributed inference. ICASSP 2017: 3934-3938 - [c198]Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with multimodal dependent data using low-dimensional random projections. ICASSP 2017: 4621-4625 - [c197]Shan Zhang, Aditya Vempaty, Susan E. Parks, Pramod K. Varshney:
On classification of environmental acoustic data using crowds. ICASSP 2017: 5880-5884 - [c196]Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. ICML 2017: 2111-2119 - [c195]Onur Ozdemir, Lakshmi Narasimhan Theagarajan, Mohit Agarwal, Thakshila Wimalajeewa, Pramod K. Varshney:
An MCMC Approach to Multisensor Linear Modulation Classification. WCNC 2017: 1-6 - 2016
- [c194]V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Towards the design of prospect-theory based human decision rules for hypothesis testing. Allerton 2016: 766-773 - [c193]Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney:
Optimal energy allocation and storage control for distributed estimation with sensor collaboration. CISS 2016: 42-47 - [c192]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Portfolio theory based sensor selection in Wireless Sensor Networks with unreliable observations. CISS 2016: 454-459 - [c191]Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney:
Matching theory for cognitive spectrum allocation in wireless networks. CISS 2016: 466-471 - [c190]Nianxia Cao, Yanzhi Wang, Swastik Brahma, Pramod K. Varshney:
Charging state aware optimal auction design for sensor selection in crowdsourcing based sensor networks. FUSION 2016: 626-633 - [c189]Prashant Khanduri, Vinod Sharma, Pramod K. Varshney:
Detection diversity of spatio-temporal data using Pitman's efficiency for low SNR regimes. GlobalSIP 2016: 143-147 - [c188]Sijia Liu, Vinod Sharma, Pramod K. Varshney:
Towards an online energy allocation policy for distributed estimation with sensor collaboration using energy harvesting sensors. GlobalSIP 2016: 500-504 - [c187]Sijia Liu, Nianxia Cao, Pramod K. Varshney:
Sensor placement for field estimation via Poisson disk sampling. GlobalSIP 2016: 520-524 - [c186]Raghed El-Bardan, Vinod Sharma, Pramod K. Varshney:
Learning equilibria for power allocation games in cognitive radio networks with a jammer. GlobalSIP 2016: 1104-1109 - [c185]Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing. GlobalSIP 2016: 1354-1358 - [c184]Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua:
CSRS: Cyber Survive and Recover Simulator. HASE 2016: 110-113 - [c183]Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney:
Theoretical guarantees for poisson disk sampling using pair correlation function. ICASSP 2016: 2589-2593 - [c182]Po-Ning Chen, Yunghsiang S. Han, Hsuan-Yin Lin, Pramod K. Varshney:
Optimal Byzantine attack for distributed inference with M-ary quantized data. ISIT 2016: 2474-2478 - [c181]Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney:
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. NIPS Time Series Workshop 2016: 27-37 - 2015
- [c180]Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
On optimal sensor collaboration for distributed estimation with individual power constraints. ACSSC 2015: 571-575 - [c179]Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Sijia Liu, Pramod K. Varshney:
Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks. ACSSC 2015: 1472-1476 - [c178]Hao He, Arun Subramanian, Sora Choi, Pramod K. Varshney, Thyagaraju R. Damarla:
Social media data assisted inference with application to stock prediction. ACSSC 2015: 1801-1805 - [c177]V. Sriram Siddhardh Nadendla, Sijia Liu, Pramod K. Varshney:
Design of transmit-diversity schemes in detection networks under secrecy constraints. Allerton 2015: 794-801 - [c176]Rui Zhang, Gang Li, Carmine Clemente, Pramod K. Varshney:
Helicopter classification via period estimation and time-frequency masks. CAMSAP 2015: 61-64 - [c175]Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney:
Sparsity-promoting sensor management for estimation: An energy balance point of view. FUSION 2015: 231-238 - [c174]Hao He, Sora Choi, Pramod K. Varshney, Wei Su:
Distributed classification under statistical dependence with application to automatic modulation classification. FUSION 2015: 1597-1602 - [c173]Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney:
Decision fusion by people: Experiments, models, and sociotechnical system design. GlobalSIP 2015: 83-87 - [c172]Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sensor selection with correlated measurements for target tracking in wireless sensor networks. ICASSP 2015: 4030-4034 - [c171]V. Sriram Siddhardh Nadendla, Yunghsiang Sam Han, Pramod K. Varshney:
Information-dispersal games for security in cognitive-radio networks. ISIT 2015: 1600-1604 - [c170]Thakshila Wimalajeewa, Jithin Jagannath, Pramod K. Varshney, Andrew L. Drozd, Wei Su:
Distributed asynchronous modulation classification based on hybrid maximum likelihood approach. MILCOM 2015: 1519-1523 - 2014
- [c169]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
On physical layer secrecy of collaborative compressive detection. ACSSC 2014: 51-55 - [c168]Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney:
Simultaneous detection and estimation based spectrum sharing in cognitive radio networks. ACSSC 2014: 1088-1092 - [c167]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Market based sensor mobility management for target localization. ACSSC 2014: 1428-1432 - [c166]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Towards cloud sensing enabled target localization. Allerton 2014: 537-544 - [c165]Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
Power control with jammer location uncertainty: A Game Theoretic perspective. CISS 2014: 1-6 - [c164]Raghed El-Bardan, V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
On ARQ-based wireless communication systems in the presence of a strategic jammer. GlobalSIP 2014: 273-277 - [c163]Hao Zhang, Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
On the detection of sparse signals with sensor networks based on subspace pursuit. GlobalSIP 2014: 438-442 - [c162]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized subspace pursuit for joint sparsity pattern recovery. ICASSP 2014: 3365-3369 - [c161]Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sparsity-aware field estimation via ordinary Kriging. ICASSP 2014: 3948-3952 - [c160]Hao He, Pramod K. Varshney:
Distributed detection with censoring sensors under dependent observations. ICASSP 2014: 5055-5059 - [c159]Yujiao Zheng, Thakshila Wimalajeewa, Pramod K. Varshney:
Probabilistic sensor management for target tracking via compressive sensing. ICASSP 2014: 5075-5079 - [c158]Swarnendu Kar, Pramod K. Varshney:
A decentralized framework for linear coherent estimation with spatial collaboration. ICASSP 2014: 6509-6513 - [c157]Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
On the performance analysis of data fusion schemes with Byzantines. ICASSP 2014: 7411-7415 - [c156]Aditya Vempaty, Yunghsiang S. Han, Lav R. Varshney, Pramod K. Varshney:
Coding theory for reliable signal processing. ICNC 2014: 200-205 - [c155]Gang Li, Pramod K. Varshney, Yimin D. Zhang:
Multistatic radar imaging via decentralized and collaborative subspace pursuit. DSP 2014: 710-714 - [c154]Sijia Liu, Makan Fardad, Swarnendu Kar, Pramod K. Varshney:
On optimal sensor collaboration topologies for linear coherent estimation. ISIT 2014: 2624-2628 - [c153]Lav R. Varshney, Aditya Vempaty, Pramod K. Varshney:
Assuring privacy and reliability in crowdsourcing with coding. ITA 2014: 1-6 - [c152]Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney:
Distributed Compressive Detection with Perfect Secrecy. MASS 2014: 674-679 - [c151]Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua:
Diversity and System Security: A Game Theoretic Perspective. MILCOM 2014: 146-151 - [c150]Svetlana Foulke, Jithin Jagannath, Andrew L. Drozd, Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Multisensor Modulation Classification (MMC): Implementation Considerations - USRP Case Study. MILCOM 2014: 1663-1668 - 2013
- [c149]Sijia Liu, Engin Masazade, Xiaojing Shen, Pramod K. Varshney:
Adaptive non-myopic quantizer design for target tracking in wireless sensor networks. ACSSC 2013: 1085-1089 - [c148]Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
A Game Theoretic power control framework for spectrum sharing in competitive environments. ACSSC 2013: 1493-1497 - [c147]V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
A bilateral-market based mechanism for spectrum allocation in cognitive radio networks. CAMSAP 2013: 444-447 - [c146]Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney:
Target tracking in Wireless Sensor Networks in the presence of Byzantines. FUSION 2013: 968-973 - [c145]Nianxia Cao, Engin Masazade, Pramod K. Varshney:
A multiobjective optimization based sensor selection method for target tracking in Wireless Sensor Networks. FUSION 2013: 974-980 - [c144]Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney:
On optimal periodic sensor scheduling for field estimation in wireless sensor networks. GlobalSIP 2013: 137-140 - [c143]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
An incentive-based mechanism for location estimation in wireless sensor networks. GlobalSIP 2013: 157-160 - [c142]Onur Ozdemir, Pramod K. Varshney, Wei Su:
Asynchronous hybrid maximum likelihood classification of linear modulations. GLOBECOM 2013: 3235-3240 - [c141]Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Optimal distributed detection in the presence of Byzantines. ICASSP 2013: 2925-2929 - [c140]Engin Masazade, Pramod K. Varshney:
A market based dynamic bit allocation scheme for target tracking in wireless sensor networks. ICASSP 2013: 4207-4211 - [c139]Hao He, Arun Subramanian, Xiaojing Shen, Pramod K. Varshney:
A coalitional game for distributed estimation in wireless sensor networks. ICASSP 2013: 4574-4578 - [c138]Aditya Vempaty, Biao Chen, Pramod K. Varshney:
Optimal quantizers for distributed Bayesian estimation. ICASSP 2013: 4893-4897 - [c137]Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney:
Target localization in Wireless Sensor Networks using error correcting codes in the presence of Byzantines. ICASSP 2013: 5195-5199 - [c136]Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative sparsity pattern recovery in distributed networks via distributed-OMP. ICASSP 2013: 5288-5292 - [c135]Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable classification by unreliable crowds. ICASSP 2013: 5558-5562 - [c134]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Fusion of quantized data for Bayesian estimation aided by controlled noise. ICASSP 2013: 6491-6495 - [c133]Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Optimal Byzantine attacks on distributed detection in tree-based topologies. ICNC 2013: 227-231 - [c132]Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-efficient regenerating codes with minimum per-node storage. ISIT 2013: 1436-1440 - [c131]Berkan Dulek, Pramod K. Varshney, Mehmet Emin Tutay, Sinan Gezici:
Optimal channel switching in the presence of stochastic signaling. ISIT 2013: 2189-2193 - [c130]Aditya Vempaty, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Further results on noise-enhanced distributed inference in the presence of Byzantines. WPMC 2013: 1-5 - 2012
- [c129]Sandeep Gogineni, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney:
A cross layer routing protocol for cognitive radio networks using channel activity tracking. ACSCC 2012: 1079-1083 - [c128]Swarnendu Kar, Pramod K. Varshney:
Controlled collaboration for linear coherent estimation in wireless sensor networks. Allerton Conference 2012: 334-341 - [c127]V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
An auction-based mechanism for dynamic spectrum allocation in participatory cognitive radio networks. Allerton Conference 2012: 2120-2126 - [c126]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
An approximate dynamic programming based non-myopic sensor selection method for target tracking. CISS 2012: 1-6 - [c125]Ankita Panwar, Piyush Bhardwaj, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd:
On optimization algorithms for the design of multiband cognitive radio networks. CISS 2012: 1-6 - [c124]Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney:
Mitigation of Byzantine attacks for target location estimation in wireless sensor networks. CISS 2012: 1-6 - [c123]Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative human decision fusion with uncertain individual thresholds. FUSION 2012: 1210-1217 - [c122]Hao He, Arun Subramanian, Pramod K. Varshney, Thyagaraju R. Damarla:
Fusing heterogeneous data for detection under non-stationary dependence. FUSION 2012: 1792-1799 - [c121]Pengfei Yang, Biao Chen, Hao Chen, Pramod K. Varshney:
Tandem distributed detection with conditionally dependent observations. FUSION 2012: 1808-1813 - [c120]Swastik Brahma, Pramod K. Varshney, Mainak Chatterjee, Kevin A. Kwiat:
Optimal content delivery in DSA networks: A path auction based framework. ICC 2012: 1843-1847 - [c119]Tao Wu, Longji Sun, Qi Cheng, Pramod K. Varshney:
Fusion of multiple microphone arrays for blind source separation and localization. SAM 2012: 173-176 - [c118]Swarnendu Kar, Pramod K. Varshney:
On linear coherent estimation with spatial collaboration. ISIT 2012: 1448-1452 - [c117]Mustafa Ozmen, Mustafa Cenk Gursoy, Pramod K. Varshney:
Energy efficiency in fading interference channels under QoS constraints. ISITA 2012: 692-696 - [c116]Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Pramod K. Varshney:
Performance of Permutation Trellis Codes in Cognitive Radio Networks. Sarnoff Symposium 2012: 1-6 - [c115]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian estimation with censored data. SSP 2012: 57-60 - [c114]Sijia Liu, Engin Masazade, Pramod K. Varshney:
Temporally staggered sensing for field estimation with quantized data in wireless sensor networks. SSP 2012: 512-515 - 2011
- [c113]Keshav Agrawal, Aditya Vempaty, Hao Chen, Pramod K. Varshney:
Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks. ACSCC 2011: 1669-1673 - [c112]Mukul Gagrani, Pranay Sharma, Satish G. Iyengar, V. Sriram Siddhardh Nadendla, Aditya Vempaty, Hao Chen, Pramod K. Varshney:
On noise-enhanced distributed inference in the presence of Byzantines. Allerton 2011: 1222-1229 - [c111]Swarnendu Kar, Pramod K. Varshney, Hao Chen:
Spatial whitening framework for distributed estimation. CAMSAP 2011: 293-296 - [c110]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic bandwidth allocation for target tracking in wireless sensor networks. FUSION 2011: 1-8 - [c109]Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney:
Fusion for the detection of dependent signals using multivariate copulas. FUSION 2011: 1-8 - [c108]Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney:
Channel aware target tracking in multi-hop wireless sensor networks. FUSION 2011: 1-8 - [c107]Onur Ozdemir, Andrew L. Drozd, Engin Masazade, Pramod K. Varshney:
Successful Communications in a Cognitive Radio Network with Transmission Hyperspace. GLOBECOM 2011: 1-6 - [c106]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd:
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking. ICASSP 2011: 3972-3975 - [c105]V. Sriram Siddhardh Nadendla, Hao Chen, Pramod K. Varshney:
Minimax games for cooperative spectrum sensing in a centralized cognitive radio network in the presence of interferers. MILCOM 2011: 1256-1260 - [c104]Aditya Vempaty, Keshav Agrawal, Hao Chen, Pramod K. Varshney:
Adaptive learning of Byzantines' behavior in cooperative spectrum sensing. WCNC 2011: 1310-1315 - [c103]Thakshila Wimalajeewa, Pramod K. Varshney:
A non-parametric approach for spectrum sensing with multiple antenna cognitive radios in the presence of Non-Gaussian noise. WCNC 2011: 1909-1914 - 2010
- [c102]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
A probabilistic transmission scheme for distributed estimation in wireless sensor networks. CISS 2010: 1-6 - [c101]Renbin Peng, Hao Chen, Pramod K. Varshney:
Noise-refined image enhancement using multi-objective optimization. CISS 2010: 1-6 - [c100]Priyank Anand, Ankit Singh Rawat, Hao Chen, Pramod K. Varshney:
Collaborative spectrum sensing in the presence of Byzantine attacks in Cognitive Radio Networks. COMSNETS 2010: 1-9 - [c99]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Channel aware iterative source localization for wireless sensor networks. FUSION 2010: 1-7 - [c98]Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on quantized data in sensor networks. FUSION 2010: 1-7 - [c97]Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki:
Quantifying EEG synchrony using copulas. ICASSP 2010: 505-508 - [c96]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Dynamic bit allocation for target tracking in sensor networks with quantized measurements. ICASSP 2010: 2906-2909 - [c95]Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney:
Countering byzantine attacks in cognitive radio networks. ICASSP 2010: 3098-3101 - [c94]Hao Chen, Pramod K. Varshney, Biao Chen:
A novel framework for distributed detection with dependent observations. ICASSP 2010: 3526-3529 - [c93]Arun Subramanian, Kishan G. Mehrotra, Chilukuri K. Mohan, Pramod K. Varshney, Thyagaraju R. Damarla:
Feature Selection and Occupancy Classification Using Seismic Sensors. IEA/AIE (2) 2010: 605-614 - 2009
- [c92]Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
On localizing the source of random signals using sensor networks. CISS 2009: 230-234 - [c91]Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
An energy efficient iterative method for source localization in wireless sensor networks. CISS 2009: 623-628 - [c90]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering. FUSION 2009: 1528-1535 - [c89]Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on fused data in a sensor network. FUSION 2009: 1875-1880 - [c88]Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla:
A parametric copula based framework for multimodal signal processing. ICASSP 2009: 1893-1896 - [c87]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Distributed estimation using binary data transmitted over fading channels. ICASSP 2009: 2069-2072 - [c86]Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Distributed detection of a nuclear radioactive source based on a hierarchical source model. ICASSP 2009: 2901-2904 - [c85]Min Xu, Hao Chen, Pramod K. Varshney:
Registration of high-dimensional remote sensing data based on a new dimensionality reduction rule. ICIP 2009: 581-584 - [c84]Nikhil Padhye, Long Zuo, Chilukuri K. Mohan, Pramod K. Varshney:
Dynamic and Evolutionary Multi-objective Optimization for Sensor Selection in Sensor Networks for Target Tracking. IJCCI 2009: 160-167 - [c83]Hao Chen, Pramod K. Varshney, Biao Chen:
Conditional dependence in distributed detection: How far can we go? ISIT 2009: 664-668 - [c82]Nikhil Padhye, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
Strategies for Sensor Selection in Monitoring Toxic Chemical Diffusion Scenarios. SNA 2009: 7-12 - 2008
- [c81]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Adaptive local quantizer design for tracking in a wireless sensor network. ACSCC 2008: 1202-1206 - [c80]Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Gullu Kiziltas Sendur, Mehmet Keskinöz:
Evaluation of local decision thresholds for distributed detection in wireless sensor networks using multiobjective optimization. ACSCC 2008: 1958-1962 - [c79]Min Xu, Hao Chen, Pramod K. Varshney:
A novel approach for image fusion based on Markov Random Fields. CISS 2008: 344-349 - [c78]Ruixin Niu, Pramod K. Varshney, Mark G. Alford, Adnan Bubalo, Eric K. Jones, Maria Scalzo:
Curvature nonlinearity measure and filter divergence detector for nonlinear tracking problems. FUSION 2008: 1-8 - [c77]Hao Chen, Pramod K. Varshney, Biao Chen:
Cooperative relay for decentralized detection. ICASSP 2008: 2293-2296 - [c76]Long Zuo, Ruixin Niu, Pramod K. Varshney:
A sensor selection approach for target tracking in sensor networks with quantized measurements. ICASSP 2008: 2521-2524 - [c75]Hao Chen, Pramod K. Varshney:
Nonparametric one-bit quantizers for distributed estimation. ISIT 2008: 459-463 - [c74]Dazhi Chen, Bhagavath Kumar, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
In-network path planning for distributed sensor network navigation in dynamic environments. MASS 2008: 511-513 - [c73]Renbin Peng, Pramod K. Varshney, Hao Chen, James H. Michels:
Digital mammogram enhancement based on ROI enhancement and background suppression. Medical Imaging: Image Processing 2008: 69141D - [c72]Yingxuan Zhu, Eric Olson, Arun Subramanian, David H. Feiglin, Pramod K. Varshney, Andrzej Król:
Neuronal nuclei localization in 3D using level set and watershed segmentation from laser scanning microscopy images. Medical Imaging: Image Processing 2008: 691441 - 2007
- [c71]Bin Liu, Satish G. Iyengar, Hao Chen, James H. Michels, Pramod K. Varshney:
Sensor fusion enhancement via optimized stochastic resonance at local sensors. FUSION 2007: 1-5 - [c70]Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel aware target localization in wireless sensor networks. FUSION 2007: 1-7 - [c69]Priyadip Ray, Pramod K. Varshney, Ruixin Niu:
A novel framework for the network-wide distributed detection problem. FUSION 2007: 1-8 - [c68]Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Distributed detection of a nuclear radioactive source using fusion of correlated decisions. FUSION 2007: 1-7 - [c67]Yingxuan Zhu, Pramod K. Varshney, Hao Chen:
Evaluation of ICA based fusion of hyperspectral images for color display. FUSION 2007: 1-7 - [c66]Long Zuo, Ruixin Niu, Pramod K. Varshney:
Posterior Crlb Based Sensor Selection for Target Tracking in Sensor Networks. ICASSP (2) 2007: 1041-1044 - [c65]Ruixin Niu, Pramod K. Varshney:
Source Localization in Sensor Networks with Rayleigh Faded Signals. ICASSP (3) 2007: 1229-1232 - [c64]Yingxuan Zhu, Pramod K. Varshney, Hao Chen:
Dimensionality Reduction of Hyperspectral Images for Color Display using Segmented Independent Component Analysis. ICIP (4) 2007: 97-100 - [c63]Ramesh Rajagopalan, Ruixin Niu, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd:
Sensor placement for ballistic missile localization using evolutionary algorithms. SMC 2007: 284-289 - 2006
- [c62]Hao Chen, Pramod K. Varshney, Steven Kay, James H. Michels:
Improving Nonparametric Detectors via Stochastic Resonance. CISS 2006: 56-61 - [c61]Ruixin Niu, Pramod K. Varshney:
Performance Evaluation of Decision Fusion in Wireless Sensor Networks. CISS 2006: 69-74 - [c60]Priyadip Ray, Pramod K. Varshney, Chilukuri K. Mohan:
On Reliable Transport and Estimation of Spatio-temporal Events Using Wireless Sensor Networks. CISS 2006: 392-397 - [c59]Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay:
Can addition of noise improve distributed detection performance? FUSION 2006: 1-6 - [c58]Long Zuo, Kishan Mehrotra, Pramod K. Varshney, Chilukuri K. Mohan:
Bandwidth-Efficient Target Tracking In Distributed Sensor Networks Using Particle Filters. FUSION 2006: 1-4 - [c57]Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay:
Approaching Near Optimal Detection Performance via Stochastic Resonance. ICASSP (3) 2006: 281-284 - [c56]Min Xu, Pramod K. Varshney:
Tighter Performance Bounds on Image Registration. ICASSP (2) 2006: 777-780 - [c55]Pramod K. Varshney, Manoj K. Arora, Raghuveer M. Rao:
Signal Processing for Hyperspectral Data. ICASSP (5) 2006: 1181-1184 - [c54]Teerasit Kasetkasem, Manoj K. Arora, Apisit Eiumnoh, Pramod K. Varshney:
An MRF Based Approach for Simultanous Land Cover Mapping and Cast Shadow Removal. IGARSS 2006: 2133-2136 - [c53]Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao, Shin-Lin Shieh:
Fault-Tolerance Analysis of a Wireless Sensor Network with Distributed Classification Codes. ISIT 2006: 217-221 - 2005
- [c52]Ramesh Rajagopalan, Chilukuri K. Mohan, Pramod K. Varshney, Kishan Mehrotra:
Multi-objective mobile agent routing in wireless sensor networks. Congress on Evolutionary Computation 2005: 1730-1737 - [c51]Hao Chen, Pramod K. Varshney:
Feature subset selection with applications to hyperspectral data. ICASSP (2) 2005: 249-252 - [c50]Ruixin Niu, Pramod K. Varshney:
Decision fusion in a wireless sensor network with a random number of sensors. ICASSP (4) 2005: 861-864 - [c49]Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao:
Asymptotic performance analysis for minimum Hamming distance fusion [wireless sensor network applications]. ICASSP (4) 2005: 865-868 - [c48]Ramesh Rajagopalan, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
An Evolutionary Multi-Objective Crowding Algorithm (EMOCA): Benchmark Test Function Results. IICAI 2005: 1488-1506 - [c47]Dazhi Chen, Jing Deng, Pramod K. Varshney:
On the forwarding area of contention-based geographic forwarding for ad hoc and sensor networks. SECON 2005: 130-141 - [c46]Dazhi Chen, Jing Deng, Pramod K. Varshney:
A state-free data delivery protocol for multihop wireless sensor networks. WCNC 2005: 1818-1823 - [c45]Kashyap Balakrishnan, Jing Deng, Pramod K. Varshney:
TWOACK: preventing selfishness in mobile ad hoc networks. WCNC 2005: 2137-2142 - 2004
- [c44]Sungwook Kim, Pramod K. Varshney:
An adaptive bandwidth allocation algorithm for QoS guaranteed multimedia networks. Communications, Internet, and Information Technology 2004: 99-102 - [c43]Jing Deng, Ben Liang, Pramod K. Varshney:
Tuning the carrier sensing range of IEEE 802.11 MAC. GLOBECOM 2004: 2987-2991 - [c42]Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection in colored noise. ICASSP (2) 2004: 717-720 - [c41]Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
A combined decision fusion and channel coding scheme for fault-tolerant classification in wireless sensor networks. ICASSP (2) 2004: 1073-1076 - [c40]Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney:
An Evolutionary Algorithm Based Approach for Dynamic Thresholding in Multimodal Biometrics. ICBA 2004: 671-677 - [c39]Min Xu, Ruixin Niu, Pramod K. Varshney:
Detection and tracking of moving objects in image sequences with varying illumination. ICIP 2004: 2595-2598 - [c38]Dazhi Chen, Pramod K. Varshney:
QoS Support in Wireless Sensor Networks: A Survey. International Conference on Wireless Networks 2004: 227-233 - [c37]Chintan A. Shah, Pramod K. Varshney:
A higher order statistical approach to spectral unmixing of remote sensing imagery. IGARSS 2004: 1065-1068 - [c36]Hua-mei Chen, Pramod K. Varshney:
Size-dependent image resampling for mutual information based remote sensing image registration. IGARSS 2004: 2405-2408 - [c35]Wenliang Du, Jing Deng, Yunghsiang S. Han, Shigang Chen, Pramod K. Varshney:
A Key Management Scheme for Wireless Sensor Networks Using Deployment Knowledge. INFOCOM 2004 - [c34]Jing Deng, Yunghsiang Sam Han, Po-Ning Chen, Pramod K. Varshney:
Optimum transmission range for wireless ad hoc networks. WCNC 2004: 1024-1029 - 2003
- [c33]Hua-mei Chen, Pramod K. Varshney, Mohamed-Adel Slamani:
On Registration of Regions of Interest (ROI) in Video Sequences. AVSS 2003: 313- - [c32]Lauro Snidaro, Ruixin Niu, Pramod K. Varshney, Gian Luca Foresti:
Automatic Camera Selection and Fusion for Outdoor Surveillance under Changing Weather Conditions. AVSS 2003: 364-369 - [c31]Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney:
A pairwise key pre-distribution scheme for wireless sensor networks. CCS 2003: 42-51 - [c30]Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney:
A witness-based approach for data fusion assurance in wireless sensor networks. GLOBECOM 2003: 1435-1439 - [c29]Youngki Hwang, Pramod K. Varshney:
An Adaptive QoS Routing Protocol with Dispersity for Ad-hoc Networks. HICSS 2003: 302 - [c28]Teerasit Kasetkasem, Manoj K. Arora, Pramod K. Varshney:
Sub-pixel land cover mapping based on Markov random field models. IGARSS 2003: 3456-3458 - [c27]Hua-mei Chen, Pramod K. Varshney, Manoj K. Arora:
A study of joint histogram estimation methods to register multi-sensor remote sensing images using mutual information. IGARSS 2003: 4035-4037 - [c26]Mohamed Bingabr, Pramod K. Varshney, Bart Farell:
An image quality measure for image communication. SMC 2003: 1019-1024 - [c25]Nojeong Heo, Pramod K. Varshney:
An intelligent deployment and clustering algorithm for a distributed mobile sensor network. SMC 2003: 4576-4581 - [c24]Nojeong Heo, Pramod K. Varshney:
A distributed self spreading algorithm for mobile wireless sensor networks. WCNC 2003: 1597-1602 - [c23]Sungwook Kim, Pramod K. Varshney:
Adaptive load balancing with preemption for multimedia cellular networks. WCNC 2003: 1680-1684 - 2002
- [c22]Chintan A. Shah, Manoj K. Arora, Stefan A. Robila, Pramod K. Varshney:
ICA Mixture Model based Unsupervised Classification of Hyperspectral Imagery. AIPR 2002: 29-35 - [c21]Mohamed Bingabr, Pramod K. Varshney:
A novel error correction method without overhead for corrupted JPEG images. ICIP (1) 2002: 245-248 - [c20]Carlo S. Regazzoni, Pramod K. Varshney:
Multisensor surveillance systems based on image and video data. ICIP (1) 2002: 497-500 - [c19]Jie Yang, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
A Tool for Belief Updating over Time in Bayesian Networks. ICTAI 2002: 284- - [c18]Stefan A. Robila, Pramod K. Varshney:
A fast source separation algorithm for hyperspectral image processing. IGARSS 2002: 3516-3518 - [c17]Hyungkeun Lee, Pramod K. Varshney:
Gap-Based Modeling of Packet Losses over the Internet. MASCOTS 2002: 507-510 - 2001
- [c16]Qian Zhang, Pramod K. Varshney:
Diversity signal reception via soft decision combining. ICASSP 2001: 2937-2940 - 2000
- [c15]Pramod K. Varshney:
Multisensor Data Fusion. IEA/AIE 2000: 1-3 - [c14]Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Design and Evaluation of I/O Strategies for Parallel Pipelined STAP Applications. IPDPS 2000: 655-662 - [c13]Qian Zhang, Weihua Ye, Pramod K. Varshney:
Multiuser detection with cell diversity for DS/CDMA systems. WCNC 2000: 670-675 - 1999
- [c12]Salim Hariri, Pramod K. Varshney, Luying Zhou, Haibo Xu, Shihab Ghaya:
A Hierarchical Analysis Approach for High Performance Computing and Communication Applications. HICSS 1999 - [c11]Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers. HiPC 1999: 354-358 - [c10]Mohamed-Adel Slamani, Pramod K. Varshney, Raghuveer M. Rao, Mark G. Alford, David Ferris:
Image Processing Tools for the Enhancement of Concealed Weapon Detection. ICIP (3) 1999: 518-522 - [c9]Pramod K. Varshney, Hua-mei Chen, Liane C. Ramac, Mücahit K. Üner:
Registration and Fusion of Infrared and Millimeter Wave Images for Concealed Weapon Detection. ICIP (3) 1999: 532-536 - [c8]Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Multi-Threaded Design and Implementation of Parallel Pipelined STAP on Parallel Computers with SMP Nodes. IPPS/SPDP 1999: 448-452 - 1998
- [c7]Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman:
Design, Implementation and Evaluation of Parallel Pipelined STAP on Parallel Computers. IPPS/SPDP 1998: 220-225 - 1993
- [c6]Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney:
Towards Optimal Parallel Radix Sorting. IPPS 1993: 193-197 - 1992
- [c5]Pramod K. Varshney, Surajit Dey:
On Flow Control in Multimedia Networks. HPDC 1992: 197-205 - 1991
- [c4]James H. Michels, Pramod K. Varshney, Donald Weiner:
Multichannel detection using a model-based approach. ICASSP 1991: 3553-3556 - [c3]Warren H. Debany Jr., Carlos R. P. Hartmann, Pramod K. Varshney, Kishan G. Mehrotra:
Comparison of Random Test Vector Generation Strategies. ICCAD 1991: 244-247 - 1989
- [c2]Wael Abdel-Mohsen Hashlamoun, Pramod K. Varshney:
Performance aspects of decentralized detection structures. SMC 1989: 693-698 - 1982
- [c1]J. George Shanthikumar, Pramod K. Varshney, K. Sriram:
A Priority Cutoff Flow Control Scheme for Integrated Voice-Data Multiplexers. SCORE (2) 1982: 8-14
Parts in Books or Collections
- 2011
- [p4]Arlene A. Cole-Rhodes, Pramod K. Varshney:
Image registration using mutual information. Image Registration for Remote Sensing 2011: 131-152 - [p3]Min Xu, Pramod K. Varshney:
Bounding the performance of image registration. Image Registration for Remote Sensing 2011: 276-292 - 2009
- [p2]Luca Bixio, Andrea F. Cattoni, Carlo S. Regazzoni, Pramod K. Varshney:
Embodied Cognition-Based Distributed Spectrum Sensing for Autonomic Wireless Systems. Autonomic Computing and Networking 2009: 179-203 - [p1]Dazhi Chen, Pramod K. Varshney:
Geographic Routing in Wireless Ad Hoc Networks. Guide to Wireless Ad Hoc Networks 2009: 151-188
Editorship
- 2011
- [e2]Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali:
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6703, Springer 2011, ISBN 978-3-642-21821-7 [contents] - [e1]Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali:
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6704, Springer 2011, ISBN 978-3-642-21826-2 [contents]
Reference Works
- 2014
- [r1]Pramod K. Varshney:
Sensor Fusion. Computer Vision, A Reference Guide 2014: 719-721
Informal and Other Publications
- 2024
- [i109]Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney:
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching. CoRR abs/2405.03782 (2024) - 2023
- [i108]Baocheng Geng, Pramod K. Varshney:
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities. CoRR abs/2301.07766 (2023) - [i107]Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
Sequential Processing of Observations in Human Decision-Making Systems. CoRR abs/2301.07767 (2023) - [i106]Haiqi Liu, Jiajie Sun, Xuqi Zhang, Fanqin Meng, Xiaojing Shen, Pramod K. Varshney:
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version). CoRR abs/2303.16555 (2023) - [i105]Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking. CoRR abs/2306.15135 (2023) - [i104]Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Learning-Based Sequential Controlled Sensing. CoRR abs/2312.00088 (2023) - 2022
- [i103]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Monitoring and Anomaly Detection Actor-Critic Based Controlled Sensing. CoRR abs/2201.00879 (2022) - [i102]Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney:
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms. CoRR abs/2203.04850 (2022) - [i101]Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantine. CoRR abs/2204.07212 (2022) - 2021
- [i100]Haiqi Liu, Xiaojing Shen, Zhiguo Wang, Fanqin Meng, Junfeng Wang, Pramod K. Varshney:
Randomized Multiple Model Multiple Hypothesis Tracking. CoRR abs/2105.01379 (2021) - [i99]Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Controlled Sensing and Deep Active Inference. CoRR abs/2105.06288 (2021) - [i98]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing. CoRR abs/2105.06289 (2021) - [i97]Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney:
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning. CoRR abs/2106.10435 (2021) - [i96]Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
Multi-sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking. CoRR abs/2109.04355 (2021) - [i95]Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks. CoRR abs/2109.13325 (2021) - [i94]Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. CoRR abs/2112.04912 (2021) - 2020
- [i93]Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci Jr., Pramod K. Varshney:
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. CoRR abs/2001.03166 (2020) - [i92]Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song:
Anomalous Instance Detection in Deep Learning: A Survey. CoRR abs/2003.06979 (2020) - [i91]Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney:
Controllability of Network Opinion in Erdős-Rényi Graphs using Sparse Control Inputs. CoRR abs/2003.12817 (2020) - [i90]Prashant Khanduri, Pranay Sharma, Swatantra Kafle, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney:
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction. CoRR abs/2005.00224 (2020) - [i89]Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning. CoRR abs/2006.01044 (2020) - [i88]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning. CoRR abs/2006.06224 (2020) - [i87]Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor:
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA and PD-NOMA Schemes. CoRR abs/2011.14073 (2020) - [i86]Pranay Sharma, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Xue Lin, Pramod K. Varshney:
Zeroth-Order Hybrid Gradient Descent: Towards A Principled Black-Box Optimization Framework. CoRR abs/2012.11518 (2020) - [i85]Chengxi Li, Gang Li, Pramod K. Varshney:
Decentralized Federated Learning via Mutual Knowledge Transfer. CoRR abs/2012.13063 (2020) - 2019
- [i84]Donald J. Bucci Jr., Pramod K. Varshney:
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges. CoRR abs/1906.00770 (2019) - [i83]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. CoRR abs/1909.01463 (2019) - [i82]Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney:
Multiple-Source Ellipsoidal Localization Using Acoustic Energy Measurements. CoRR abs/1911.07180 (2019) - [i81]Prashant Khanduri, Saikiran Bulusu, Pranay Sharma, Pramod K. Varshney:
Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations. CoRR abs/1912.04531 (2019) - [i80]Pranay Sharma, Prashant Khanduri, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney:
Parallel Restarted SPIDER - Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. CoRR abs/1912.06036 (2019) - 2018
- [i79]Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges. CoRR abs/1801.09626 (2018) - [i78]Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang:
Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems. CoRR abs/1802.00824 (2018) - [i77]Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Decision Tree Design for Classification in Crowdsourcing Systems. CoRR abs/1805.00559 (2018) - [i76]Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Cognitive MIMO-RF/FSO Cooperative Relay Communication with Mobile Nodes and Imperfect Channel State Information. CoRR abs/1805.05381 (2018) - [i75]Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo:
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication. CoRR abs/1805.09976 (2018) - [i74]Kush R. Varshney, Prashant Khanduri, Pranay Sharma, Shan Zhang, Pramod K. Varshney:
Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory. CoRR abs/1806.09710 (2018) - [i73]Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan:
Abnormality Detection inside Blood Vessels with Mobile Nanomachines. CoRR abs/1807.02728 (2018) - [i72]Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
K-medoids Clustering of Data Sequences with Composite Distributions. CoRR abs/1807.11620 (2018) - [i71]Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney:
Energy-efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks. CoRR abs/1809.03653 (2018) - [i70]Sinan Gezici, Pramod K. Varshney:
On the optimality of likelihood ratio test for prospect theory based binary hypothesis testing. CoRR abs/1810.08469 (2018) - [i69]Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
MR-GAN: Manifold Regularized Generative Adversarial Networks. CoRR abs/1811.10427 (2018) - 2017
- [i68]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Detection With Multimodal-Dependent Data. CoRR abs/1701.01352 (2017) - [i67]Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Subspace-Aware Index Codes. CoRR abs/1702.03589 (2017) - [i66]Qunwei Li, Pramod K. Varshney:
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? CoRR abs/1704.00768 (2017) - [i65]Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. CoRR abs/1705.04925 (2017) - [i64]Thakshila Wimalajeewa, Pramod K. Varshney:
Robust Detection of Random Events with Spatially Correlated Data in Wireless Sensor Networks via Distributed Compressive Sensing. CoRR abs/1707.08208 (2017) - [i63]Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Design and Performance Analysis of Dual and Multi-hop Diffusive Molecular Communication Systems. CoRR abs/1710.00555 (2017) - [i62]Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Diffusive Molecular Communication with Nanomachine Mobility. CoRR abs/1710.00561 (2017) - [i61]Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney:
Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. CoRR abs/1710.05241 (2017) - [i60]Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney:
A Memristor-Based Optimization Framework for AI Applications. CoRR abs/1710.08882 (2017) - [i59]Qunwei Li, Pramod K. Varshney:
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. CoRR abs/1710.09901 (2017) - [i58]Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. CoRR abs/1712.03296 (2017) - [i57]Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer:
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. CoRR abs/1712.06028 (2017) - 2016
- [i56]Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney:
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach. CoRR abs/1601.06201 (2016) - [i55]Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Multi-object Classification via Crowdsourcing with a Reject Option. CoRR abs/1602.00575 (2016) - [i54]Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection with Compressive Measurements via Partial Support Set Estimation. CoRR abs/1602.06230 (2016) - [i53]Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters. CoRR abs/1603.03448 (2016) - [i52]V. Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney:
On Strategic Multi-Antenna Jamming in Centralized Detection Networks. CoRR abs/1608.04705 (2016) - [i51]Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with Multimodal Dependent Data Using Low Dimensional Random Projections. CoRR abs/1609.05111 (2016) - [i50]V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Towards the Design of Prospect-Theory based Human Decision Rules for Hypothesis Testing. CoRR abs/1610.01085 (2016) - [i49]Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single vs Multiple Antenna Transmission Systems Using Pilot Data. CoRR abs/1611.00312 (2016) - [i48]Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney:
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. CoRR abs/1611.10305 (2016) - 2015
- [i47]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection with Physical Layer Secrecy Constraints. CoRR abs/1502.05370 (2015) - [i46]Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Distributed Inference in the Presence of Eavesdroppers: A Survey. CoRR abs/1502.05448 (2015) - [i45]Hao He, Pramod K. Varshney:
Fusing Censored Dependent Data for Distributed Detection. CoRR abs/1503.07826 (2015) - [i44]Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Consensus based Detection in the Presence of Data Falsification Attacks. CoRR abs/1504.03413 (2015) - [i43]Hao He, Pramod K. Varshney:
A Coalitional Game for Distributed Inference in Sensor Networks with Dependent Observations. CoRR abs/1504.03679 (2015) - [i42]Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels with Distributed Sparse Random Projections. CoRR abs/1504.03974 (2015) - [i41]Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressive Detection with Secrecy Guarantees. CoRR abs/1506.00238 (2015) - [i40]Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Sensor Networks. CoRR abs/1506.00540 (2015) - [i39]Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney:
Matching-based Spectrum Allocation in Cognitive Radio Networks. CoRR abs/1508.03011 (2015) - [i38]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Design with Quantized Bids. CoRR abs/1509.08496 (2015) - [i37]Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney:
Sensor Selection for Target Tracking in Wireless Sensor Networks with Uncertainty. CoRR abs/1510.01993 (2015) - [i36]Qunwei Li, Pramod K. Varshney:
Resource Allocation and Outage Analysis for An Adaptive Cognitive Two-Way Relay Network. CoRR abs/1511.07469 (2015) - 2014
- [i35]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery. CoRR abs/1403.1460 (2014) - [i34]V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Mechanism for Spectrum Allocation in Cognitive Radio Networks under Uncertain Spectrum Availability. CoRR abs/1403.6807 (2014) - [i33]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery. CoRR abs/1404.3394 (2014) - [i32]Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Target Tracking via Crowdsourcing: A Mechanism Design Approach. CoRR abs/1405.5543 (2014) - [i31]Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney:
Distributed Inference in Tree Networks using Coding Theory. CoRR abs/1407.7150 (2014) - [i30]Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney:
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks. CoRR abs/1407.7152 (2014) - [i29]Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney:
Permutation Trellis Coded Multi-level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. CoRR abs/1408.0259 (2014) - [i28]Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney:
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data. CoRR abs/1408.3434 (2014) - [i27]Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation. CoRR abs/1408.6566 (2014) - [i26]Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Hybrid Maximum Likelihood Based Linear Modulation Classification with Multiple Sensors via Generalized EM Algorithm. CoRR abs/1409.8370 (2014) - [i25]Bhavya Kailkhura, Swastik Brahma, Berkan Dulek, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Networks: Byzantines and Mitigation Techniques. CoRR abs/1410.5904 (2014) - [i24]V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Design of Binary Quantizers for Distributed Detection under Secrecy Constraints. CoRR abs/1410.8100 (2014) - 2013
- [i23]Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Regenerating Codes with Minimum Per-Node Storage. CoRR abs/1301.2497 (2013) - [i22]Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Error-Correcting Regenerating Codes. CoRR abs/1301.4620 (2013) - [i21]Onur Ozdemir, Ruoyu Li, Pramod K. Varshney:
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios. CoRR abs/1303.0775 (2013) - [i20]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Detection from Structured Union of Subspaces via Linear Sampling. CoRR abs/1304.6281 (2013) - [i19]Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney:
Optimal Periodic Sensor Scheduling in Large-Scale Dynamical Networks. CoRR abs/1305.5601 (2013) - [i18]V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Inference with M-ary Quantized Data in the Presence of Byzantine Attacks. CoRR abs/1306.4036 (2013) - [i17]Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney:
Distributed Bayesian Detection with Byzantine Data. CoRR abs/1307.3544 (2013) - [i16]Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery under Communication Constraints: Greedy Approaches. CoRR abs/1307.8320 (2013) - [i15]Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable Crowdsourcing for Multi-Class Labeling using Coding Theory. CoRR abs/1309.3330 (2013) - [i14]Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Topologies with Byzantines. CoRR abs/1309.4513 (2013) - [i13]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Recovery of Sparse Matrices via Matrix Sketching. CoRR abs/1311.2448 (2013) - 2012
- [i12]Swarnendu Kar, Pramod K. Varshney:
On Linear Coherent Estimation with Spatial Collaboration. CoRR abs/1205.3286 (2012) - [i11]Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami:
Cramér-Rao Bounds for Polynomial Signal Estimation using Sensors with AR(1) Drift. CoRR abs/1205.6903 (2012) - [i10]Swarnendu Kar, Hao Chen, Pramod K. Varshney:
Optimal Identical Binary Quantizer Design for Distributed Estimation. CoRR abs/1205.6907 (2012) - [i9]Swarnendu Kar, Pramod K. Varshney:
Accurate Estimation of Gaseous Strength using Transient Data. CoRR abs/1205.6919 (2012) - [i8]Swarnendu Kar, Pramod K. Varshney, Hao Chen:
Spatial Whitening Framework for Distributed Estimation. CoRR abs/1205.6925 (2012) - [i7]Swarnendu Kar, Pramod K. Varshney:
Linear Coherent Estimation with Spatial Collaboration. CoRR abs/1207.0032 (2012) - [i6]Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Robust Distributed Maximum Likelihood Estimation with Quantized Data. CoRR abs/1208.4161 (2012) - [i5]Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Distributed Bayesian Detection Under Unknown Observation Statistics. CoRR abs/1209.4246 (2012) - [i4]Swarnendu Kar, Pramod K. Varshney:
Controlled Collaboration for Linear Coherent Estimation in Wireless Sensor Networks. CoRR abs/1210.1624 (2012) - [i3]Onur Ozdemir, Pramod K. Varshney, Wei Su, Andrew L. Drozd:
Asymptotic Properties of Likelihood Based Linear Modulation Classification Systems. CoRR abs/1211.6631 (2012) - [i2]Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative Sparsity Pattern Recovery in Distributed Networks Via Distributed-OMP. CoRR abs/1211.6719 (2012) - 2011
- [i1]Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Bandwidth Limited Sensor Networks. CoRR abs/1110.5342 (2011)
Coauthor Index
Swastik Brahma
aka: Swastik K. Brahma
aka: Swastik K. Brahma
[j268] [j240] [j237] [j227] [j202] [j201] [j191] [j189] [j182] [j180] [j165] [j160] [j155] [j135] [j123] [c259] [c235] [c194] [c192] [c191] [c190] [c184] [c167] [c166] [c165] [c164] [c157] [c151] [c148] [c147] [c143] [c141] [c133] [c127] [c120] [i50] [i44] [i39] [i38] [i34] [i32] [i28] [i25] [i17] [i14]
Donald J. Bucci
aka: Donald J. Bucci Jr.
aka: Donald J. Bucci Jr.
Yunghsiang Sam Han
aka: Yunghsiang S. Han
aka: Yunghsiang S. Han
[j280] [j276] [j267] [j239] [j204] [j196] [j192] [j181] [j165] [j163] [j155] [j140] [j137] [j135] [j75] [j74] [j73] [j63] [j60] [j57] [j54] [j53] [j52] [j50] [c268] [c263] [c182] [c171] [c156] [c141] [c137] [c132] [c53] [c49] [c41] [c35] [c34] [c31] [c30] [i101] [i95] [i29] [i28] [i25] [i23] [i22] [i18] [i17] [i14]
Wael A. Hashlamoun
aka: Wael Abdel-Mohsen Hashlamoun
aka: Wael Abdel-Mohsen Hashlamoun
[b3] [j264] [j257] [j249] [j243] [j226] [j219] [j214] [j189] [j187] [j184] [j183] [j179] [j170] [j169] [j165] [j157] [j155] [j135] [c207] [c185] [c183] [c181] [c179] [c169] [c157] [c152] [c141] [c133] [i92] [i88] [i79] [i69] [i67] [i61] [i57] [i56] [i48] [i47] [i46] [i44] [i41] [i40] [i31] [i28] [i25] [i17] [i14]
Kishan G. Mehrotra
aka: Kishan Mehrotra
aka: Kishan Mehrotra
V. Sriram Siddhardh Nadendla
aka: Venkata Sriram Siddhardh Nadendla
aka: Venkata Sriram Siddhardh Nadendla
[j283] [j237] [j226] [j212] [j208] [j199] [j190] [j188] [j187] [j178] [j170] [j162] [j161] [j154] [j152] [j145] [j134] [j125] [j122] [j118] [j100] [c226] [c220] [c216] [c208] [c203] [c198] [c195] [c185] [c179] [c170] [c169] [c163] [c162] [c159] [c152] [c150] [c136] [c123] [c103] [i68] [i64] [i54] [i51] [i49] [i47] [i42] [i41] [i40] [i35] [i33] [i26] [i20] [i16] [i13] [i2]
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