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ORCIDRaghuraman Mudumbai
Raghu Mudumbai
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2020 – today
- 2024
[c61]Eva Riherd, Raghu Mudumbai, Weiyu Xu:
Linear Progressive Coding for Semantic Communication using Deep Neural Networks. CISS 2024: 1-6- [i14]Raghu Mudumbai, Tyler Bell:
Slaves to the Law of Large Numbers: An Asymptotic Equipartition Property for Perplexity in Generative Language Models. CoRR abs/2405.13798 (2024) - [i13]Jingchao Gao, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Catherine Xu, Hui Xie, Weiyu Xu:
Towards unlocking the mystery of adversarial fragility of neural networks. CoRR abs/2406.16200 (2024) - 2023
- [c60]Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai:
Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. ACSSC 2023: 960-964 - [c59]Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai:
Trust, but Verify: Robust Image Segmentation using Deep Learning. ACSSC 2023: 1070-1074 - [i12]Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai:
Trust, but Verify: Robust Image Segmentation using Deep Learning. CoRR abs/2310.16999 (2023) - 2022
- [j16]Kody A. Waldstein
, Jirong Yi, Myung Cho, Raghu Mudumbai, Xiaodong Wu, Steven M. Varga, Weiyu Xu:
Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond. PLoS Comput. Biol. 18(10): 1010629 (2022) - 2020
- [i11]Zain Khan, Jirong Yi, Raghu Mudumbai, Xiaodong Wu, Weiyu Xu:
Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks. CoRR abs/2003.11816 (2020) - [i10]Jirong Yi, Raghu Mudumbai, Weiyu Xu:
Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments. CoRR abs/2004.05759 (2020) - [i9]Jirong Yi, Raghu Mudumbai, Weiyu Xu:
Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning. CoRR abs/2007.14042 (2020) - [i8]Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu:
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR abs/2008.01944 (2020)
2010 – 2019
- 2019
- [c58]Brian D. O. Anderson, Soura Dasgupta, Henry Ernest Baidoo-Williams, M. F. Anjum, Raghu Mudumbai:
Unique Maximum Likelihood Localization of Nuclear Sources. CDC 2019: 4127-4132 - [c57]Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai:
An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. ISIT 2019: 1977-1981 - [i7]Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai:
An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. CoRR abs/1901.09413 (2019) - [i6]Jirong Yi, Hui Xie, Leixin Zhou, Xiaodong Wu, Weiyu Xu, Raghuraman Mudumbai:
Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks. CoRR abs/1905.11381 (2019) - 2018
- [j15]Tomohiro Arakawa, Sairam Goguri, James V. Krogmeier, Anton Kruger, David J. Love, Raghuraman Mudumbai, Matthew A. Swabey:
Optimizing Wireless Power Transfer From Multiple Transmit Coils. IEEE Access 6: 23828-23838 (2018) - [j14]Sairam Goguri, Dennis Ogbe, Soura Dasgupta, Raghuraman Mudumbai, D. Richard Brown, David J. Love, Upamanyu Madhow:
Optimal Precoder Design for Distributed Transmit Beamforming Over Frequency-Selective Channels. IEEE Trans. Wirel. Commun. 17(11): 7759-7773 (2018) - [c56]Michael Salino-Hugg, David R. Andersen, Raghu Mudumbai, Anton Kruger:
Adaptive Wireless Charging Using Resonant Coupling with Multiple Transmit Coils. IECON 2018: 4763-4768 - 2017
- [j13]Hema Kumari Achanta, Sampurna Biswas, Bhanumati N. Dasgupta, Soura Dasgupta, Mathews Jacob, Raghuraman Mudumbai:
The spark of Fourier matrices: Connections to vanishing sums and coprimeness. Digit. Signal Process. 61: 76-85 (2017) - [j12]Sampurna Biswas, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob:
Subspace Aware Recovery of Low Rank and Jointly Sparse Signals. IEEE Trans. Computational Imaging 3(1): 22-35 (2017) - [j11]Amy Kumar, Raghuraman Mudumbai, Soura Dasgupta, Upamanyu Madhow, D. Richard Brown:
Distributed MIMO Multicast With Protected Receivers: A Scalable Algorithm for Joint Beamforming and Nullforming. IEEE Trans. Wirel. Commun. 16(1): 512-525 (2017) - [c55]Sairam Goguri, Raghu Mudumbai, Anton Kruger:
Optimizing wireless power transfer with multiple transmitters. CISS 2017: 1-5 - [c54]Benjamin Peiffer, Raghu Mudumbai, Sairam Goguri, Soura Dasgupta, Anton Kruger:
Experimental demonstration of nullforming from a fully wireless distributed array. ICASSP 2017: 3694-3698 - 2016
- [c53]Sairam Goguri, Benjamin Peiffer, Raghuraman Mudumbai, Soura Dasgupta:
A class of scalable feedback algorithms for beam and null-forming from distributed arrays. ACSSC 2016: 1447-1451 - [c52]Sairam Goguri, Dennis Ogbe, Raghu Mudumbai, David J. Love, Soura Dasgupta, Patrick Bidigare:
Maximizing wireless power transfer using distributed beamforming. ACSSC 2016: 1775-1779 - [c51]Gheorghi Guzun, Josiah C. McClurg, Guadalupe Canahuate, Raghuraman Mudumbai:
Power efficient big data analytics algorithms through low-level operations. IEEE BigData 2016: 355-361 - [c50]Benjamin Peiffer, Raghu Mudumbai, Anton Kruger, Amy Kumar, Soura Dasgupta:
Experimental demonstration of a distributed antenna array pre-synchronized for retrodirective transmission. CISS 2016: 460-465 - [c49]Sairam Goguri, Raghuraman Mudumbai, D. Richard Brown III, Soura Dasgupta, Upamanyu Madhow:
Capacity maximization for distributed broadband beamforming. ICASSP 2016: 3441-3445 - [c48]Josiah McClurg, Raghuraman Mudumbai, Joseph Hall:
Fast demand response with datacenter loads. ISGT 2016: 1-5 - [c47]Benjamin Peiffer, Raghu Mudumbai, Sairam Goguri, Anton Kruger, Soura Dasgupta:
Experimental demonstration of retrodirective beamforming from a fully wireless distributed array. MILCOM 2016: 442-447 - [i5]Josiah McClurg, Raghuraman Mudumbai:
Serving the Grid: an Experimental Study of Server Clusters as Real-Time Demand Response Resources. CoRR abs/1611.09774 (2016) - 2015
- [j10]Er-Wei Bai, Henry Ernest Baidoo-Williams, Raghuraman Mudumbai, Soura Dasgupta:
Robust tracking of piecewise linear trajectories with binary sensor networks. Autom. 61: 134-145 (2015) - [j9]Sampurna Biswas, Hema Kumari Achanta, Mathews Jacob, Soura Dasgupta, Raghuraman Mudumbai:
Recovery of Low Rank and Jointly Sparse Matrices with Two Sampling Matrices. IEEE Signal Process. Lett. 22(11): 1945-1949 (2015) - [j8]Amy Kumar, Raghuraman Mudumbai, Soura Dasgupta, Muhammad Mahboob Ur Rahman, D. Richard Brown III, Upamanyu Madhow, T. Patrick Bidigare:
A Scalable Feedback Mechanism for Distributed Nullforming With Phase-Only Adaptation. IEEE Trans. Signal Inf. Process. over Networks 1(1): 58-70 (2015) - [c46]Benjamin Peiffer, Sairam Goguri, Soura Dasgupta, Raghuraman Mudumbai:
An approach to Kalman filtering for oscillator tracking. ACSSC 2015: 261-265 - [c45]T. Patrick Bidigare, Upamanyu Madhow, D. Richard Brown III, Raghuraman Mudumbai, A. Kumar, Benjamin Peiffer, Soura Dasgupta:
Wideband distributed transmit beamforming using channel reciprocity and relative calibration. ACSSC 2015: 271-275 - [c44]Er-Wei Bai, Soura Dasgupta, Raghuraman Mudumbai:
A bayesian approach to multiple target localization. CDC 2015: 2426-2431 - [c43]Sairam Goguri, Joseph Hall, Raghuraman Mudumbai, Soura Dasgupta:
A distributed, real-time and non-parametric approach to demand response in the smart grid. CISS 2015: 1-5 - [c42]Sampurna Biswas, Soura Dasgupta, Mathews Jacob, Raghuraman Mudumbai:
Spark under 2-D fourier sampling. EUSIPCO 2015: 2821-2824 - [c41]Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob:
Two step recovery of jointly sparse and low-rank matrices: Theoretical guarantees. ISBI 2015: 914-917 - [c40]Henry E. Baidoo-Williams, Raghuraman Mudumbai, Er-Wei Bai, Soura Dasgupta:
Some theoretical limits on nuclear source localization and tracking. ITA 2015: 270-274 - [c39]Amy Kumar, Jacob Beal, Soura Dasgupta, Raghu Mudumbai:
Toward Predicting Distributed Systems Dynamics. SASO Workshops 2015: 68-73 - [i4]Henry E. Baidoo-Williams, Octav Chipara, Raghuraman Mudumbai, Soura Dasgupta:
PHY-layer link quality indicators for wireless networks using matched-filters. CoRR abs/1508.04524 (2015) - 2014
- [c38]Maryam Eslami Rasekh, Upamanyu Madhow, Raghuraman Mudumbai:
Frequency tracking with intermittent wrapped phase measurement using the Rao-Blackwellized particle filter. ACSSC 2014: 247-251 - [c37]Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob:
Subspace based low rank & joint sparse matrix recovery. ACSSC 2014: 642-646 - [c36]Er-Wei Bai, Kidane Yosief, Raghu Mudumbai, Soura Dasgupta:
Source location estimation for possibly unknown propagation models. ACC 2014: 1729-1734 - [c35]Er-Wei Bai, Kidane Yosief, Soura Dasgupta, Raghuraman Mudumbai:
The maximum likelihood estimate for radiation source localization: Initializing an iterative search. CDC 2014: 277-282 - [c34]Amy Kumar, Parker A. Koch, Henry E. Baidoo-Williams, Raghuraman Mudumbai, Soura Dasgupta:
An empirical study of the statistics of phase drift of off-the-shelf oscillators for distributed MIMO applications. DySPAN 2014: 350-353 - [c33]Amy Kumar, Raghu Mudumbai, Soura Dasgupta:
Scalable algorithms for joint beam and null-forming using distributed antenna arrays. GLOBECOM 2014: 4042-4047 - [c32]Hema Kumari Achanta, Soura Dasgupta, Weiyu Xu, Raghuraman Mudumbai, Er-Wei Bai:
A distributed control law for optimum sensor placement for source localization. ICACCI 2014: 915-919 - [c31]Hema Kumari Achanta, Sampurna Biswas, Soura Dasgupta, Mathews Jacob, Bhanumati N. Dasgupta, Raghuraman Mudumbai:
Coprime conditions for Fourier sampling for sparse recovery. SAM 2014: 533-536 - [c30]Upamanyu Madhow, Donald Richard Brown, Soura Dasgupta, Raghuraman Mudumbai:
Distributed massive MIMO: Algorithms, architectures and concept systems. ITA 2014: 1-7 - [c29]Raghuraman Mudumbai, Soura Dasgupta:
Distributed control for the smart grid: The case of economic dispatch. ITA 2014: 1-6 - [i3]Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob:
Two step recovery of jointly sparse and low-rank matrices: theoretical guarantees. CoRR abs/1412.2669 (2014) - [i2]Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob:
Subspace based low rank and joint sparse matrix recovery. CoRR abs/1412.2700 (2014) - 2013
- [j7]Henry E. Baidoo-Williams, Soura Dasgupta, Raghuraman Mudumbai, Er-Wei Bai:
On the Gradient Descent Localization of Radioactive Sources. IEEE Signal Process. Lett. 20(11): 1046-1049 (2013) - [j6]François Quitin, Muhammad Mahboob Ur Rahman, Raghuraman Mudumbai, Upamanyu Madhow:
A Scalable Architecture for Distributed Transmit Beamforming with Commodity Radios: Design and Proof of Concept. IEEE Trans. Wirel. Commun. 12(3): 1418-1428 (2013) - [c28]A. Kumar, Soura Dasgupta, Raghu Mudumbai:
Distributed nullforming without prior frequency synchronization. AuCC 2013: 207-211 - [c27]Muhammad Mahboob Ur Rahman, Soura Dasgupta, Raghuraman Mudumbai:
A Scalable Feedback-Based Approach to Distributed Nullforming. WICON 2013: 78-84 - 2012
- [c26]François Quitin, Muhammad Mahboob Ur Rahman, Raghuraman Mudumbai, Upamanyu Madhow:
Distributed beamforming with software-defined radios: Frequency synchronization and digital feedback. GLOBECOM 2012: 4787-4792 - [c25]Raghuraman Mudumbai, Patrick Bidigare, Scott Pruessing, Soura Dasgupta, Miguel Oyarzyn, David Raeman:
Scalable feedback algorithms for distributed transmit beamforming in wireless networks. ICASSP 2012: 5213-5216 - [c24]Donald Richard Brown, Raghuraman Mudumbai, Soura Dasgupta:
Fundamental limits on phase and frequency tracking and estimation in drifting oscillators. ICASSP 2012: 5225-5228 - [c23]Patrick Bidigare, Upamanyu Madhow, Raghuraman Mudumbai, Dzul Scherber:
Attaining fundamental bounds on timing synchronization. ICASSP 2012: 5229-5232 - [c22]Henry E. Baidoo-Williams, Jeremy S. Bril, Mehmed B. Diken, Jonathan Durst, Josiah McClurg, Soura Dasgupta, Craig L. Just, Anton Kruger, Raghuraman Mudumbai, Teresa Newton:
Cybermussels: a biological sensor network using freshwater mussels. IPSN 2012: 113-114 - [c21]Muhammad Mahboob Ur Rahman, Henry E. Baidoo-Williams, Raghuraman Mudumbai, Soura Dasgupta:
Fully wireless implementation of distributed beamforming on a software-defined radio platform. IPSN 2012: 305-316 - [c20]Patrick Bidigare, Scott Pruessing, David Raeman, Dzul Scherber, Upamanyu Madhow, Raghu Mudumbai:
Initial over-the-air performance assessment of ranging and clock synchronization using radio frequency signal exchange. SSP 2012: 273-276 - [c19]Keith Kastella, Raghu Mudumbai, Troy Stevens:
Frequency estimation in the presence of cycle slips: Filter banks and error bounds for phase unwrapping. SSP 2012: 277-280 - [c18]Muhammad Mahboob Ur Rahman, Soura Dasgupta, Raghu Mudumbai:
A distributed consensus approach to synchronization of RF signals. SSP 2012: 281-284 - [c17]François Quitin, Upamanyu Madhow, Muhammad Mahboob Ur Rahman, Raghuraman Mudumbai:
Demonstrating distributed transmit beamforming with software-defined radios. WOWMOM 2012: 1-3 - 2011
- [j5]Sumit Singh, Raghuraman Mudumbai, Upamanyu Madhow:
Interference Analysis for Highly Directional 60-GHz Mesh Networks: The Case for Rethinking Medium Access Control. IEEE/ACM Trans. Netw. 19(5): 1513-1527 (2011) - [c16]Raghuraman Mudumbai, Upamanyu Madhow, Rick Brown, Patrick Bidigare:
DSP-centric algorithms for distributed transmit beamforming. ACSCC 2011: 93-98 - [c15]Raghuraman Mudumbai, Soura Dasgupta, Brian B. Cho:
Distributed control for optimal economic dispatch of power generators: The heterogenous case. CDC/ECC 2011: 7123-7128 - [c14]Sriram Venkateswaran, Sumit Singh, Upamanyu Madhow, Raghuraman Mudumbai:
Distributed synchronization and medium access in wireless mesh networks. ITA 2011: 271-278 - 2010
- [j4]Raghuraman Mudumbai, João Pedro Hespanha, Upamanyu Madhow, Gwen Barriac:
Distributed transmit beamforming using feedback control. IEEE Trans. Inf. Theory 56(1): 411-426 (2010) - [c13]Sumit Singh, Raghuraman Mudumbai, Upamanyu Madhow:
Distributed Coordination with Deaf Neighbors: Efficient Medium Access for 60 GHz Mesh Networks. INFOCOM 2010: 1765-1773 - [c12]Omar Bakr, Raghuraman Mudumbai:
A new jamming technique for secrecy in multi-antenna wireless networks. ISIT 2010: 2513-2517
2000 – 2009
- 2009
- [j3]Raghuraman Mudumbai, D. Richard Brown III, Upamanyu Madhow, H. Vincent Poor:
Distributed transmit beamforming: challenges and recent progress. IEEE Commun. Mag. 47(2): 102-110 (2009) - [j2]Nisheeth Shrivastava, Raghuraman Mudumbai, Upamanyu Madhow, Subhash Suri:
Target tracking with binary proximity sensors. ACM Trans. Sens. Networks 5(4): 30:1-30:33 (2009) - [c11]Omar Bakr, Mark Johnson, Raghuraman Mudumbai, Upamanyu Madhow:
Interference suppression in the presence of quantization errors. Allerton 2009: 1161-1168 - [c10]Megha Manohara, Raghuraman Mudumbai, Jerry D. Gibson, Upamanyu Madhow:
Error correction scheme for uncompressed HD video over wireless. ICME 2009: 802-805 - [c9]Raghuraman Mudumbai, Sumit Singh, Upamanyu Madhow:
Medium Access Control for 60 GHz Outdoor Mesh Networks with Highly Directional Links. INFOCOM 2009: 2871-2875 - [c8]Omar Bakr, Mark Johnson, Raghuraman Mudumbai, Kannan Ramchandran:
Multi-antenna interference cancellation techniques for cognitive radio applications. WCNC 2009: 94-99 - 2008
- [c7]Michael J. Quinn, Raghuraman Mudumbai, Thomas Kuo, Zefeng Ni, Carter De Leo, Bangalore S. Manjunath:
VISNET: A distributed vision testbed. ICDSC 2008: 1-8 - [c6]Raghuraman Mudumbai, Upamanyu Madhow:
Information theoretic bounds for sensor network localization. ISIT 2008: 1602-1606 - 2007
- [j1]Raghuraman Mudumbai, Gwen Barriac, Upamanyu Madhow:
On the Feasibility of Distributed Beamforming in Wireless Networks. IEEE Trans. Wirel. Commun. 6(5): 1754-1763 (2007) - 2006
- [c5]Nisheeth Shrivastava, Raghuraman Mudumbai, Upamanyu Madhow, Subhash Suri:
Target tracking with binary proximity sensors: fundamental limits, minimal descriptions, and algorithms. SenSys 2006: 251-264 - [i1]Raghuraman Mudumbai, João Pedro Hespanha, Upamanyu Madhow, Gwen Barriac:
Distributed Transmit Beamforming using Feedback Control. CoRR abs/cs/0603072 (2006) - 2005
- [c4]Kristoffer Bruvold, Raghuraman Mudumbai, Upamanyu Madhow:
A QoS framework for stabilized collision channels with multiuser detection. ICC 2005: 250-254 - [c3]Raghu Mudumbai, João P. Hespanha, Upamanyu Madhow, Gwen Barriac:
Scalable feedback control for distributed beamforming in sensor networks. ISIT 2005: 137-141 - 2004
- [c2]Gwen Barriac, Raghuraman Mudumbai, Upamanyu Madhow:
Distributed beamforming for information transfer in sensor networks. IPSN 2004: 81-88 - [c1]Raghuraman Mudumbai, Gwen Barriac, Upamanyu Madhow:
Optimizing medium access control for rapid handoffs in pseudocellular networks. VTC Fall (2) 2004: 1098-1102
Coauthor Index
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