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ORCIDIEEE Transactions on Signal Processing, Volume 70
Volume 70, 2022
- Zhen Wang
, Qian He, Rick S. Blum:
Target Detection Using Quantized Cloud MIMO Radar Measurements. 1-16 - Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. 17-30 - Wesley M. Gifford, Davide Dardari, Moe Z. Win:
The Impact of Multipath Information on Time-of-Arrival Estimation. 31-46 - Alexander Tristan Maximilian Fisch, Idris A. Eckley, Paul Fearnhead:
Innovative and Additive Outlier Robust Kalman Filtering With a Robust Particle Filter. 47-56 - Kan Li, José C. Príncipe:
Functional Bayesian Filter. 57-71 - Ruoyu Zhang, Byonghyo Shim, Wen Wu:
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures. 72-88 - Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh:
Identifying Latent Stochastic Differential Equations. 89-104 - Karen Adam, Adam Scholefield, Martin Vetterli:
Asynchrony Increases Efficiency: Time Encoding of Videos and Low-Rank Signals. 105-116 - Mengru Sun, Weijian Liu, Jun Liu, Chengpeng Hao:
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection. 117-131 - Karim A. Said, A. A. Louis Beex:
On the Correlation Concentration of Discrete Prolate Spheroidal Sequences. 132-141 - Yuchen Jiao, Xingyu Xu, Yuantao Gu:
Quantization for Communication-Efficient Change-Point Detection Over Networks. 142-157 - Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard:
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation. 158-173 - Tidhar Lambez, Kobi Cohen:
Anomaly Search With Multiple Plays Under Delay and Switching Costs. 174-189 - Yuen-Man Pun, Anthony Man-Cho So:
Local Strong Convexity of Source Localization and Error Bound for Target Tracking under Time-of-Arrival Measurements. 190-201 - Jiayi Zhang, Jing Zhang, Derrick Wing Kwan Ng, Shi Jin, Bo Ai:
Improving Sum-Rate of Cell-Free Massive MIMO With Expanded Compute-and-Forward. 202-215 - Sylvain Meignen, Neha Singh:
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation. 216-227 - Patrick Hoher, Stefan Wirtensohn, Tim Baur, Johannes Reuter, Felix Govaers, Wolfgang Koch:
Extended Target Tracking With a Lidar Sensor Using Random Matrices and a Virtual Measurement Model. 228-239 - Fan Liu, Ya-Feng Liu, Ang Li, Christos Masouros, Yonina C. Eldar:
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming. 240-253 - Julien Flamant, Sebastian Miron, David Brie:
A General Framework for Constrained Convex Quaternion Optimization. 254-267 - Olivier Besson, François Vincent:
Analysis of Adaptive Detectors Robustness to Mismatches on Noise Mean Value. 268-279 - Florian Boßmann, Sara Krause-Solberg, Johannes Maly, Nada Sissouno:
Structural Sparsity in Multiple Measurements. 280-291 - Tony Colin, Thomas Delamotte, Andreas Knopp:
Filter Distortions in Ultra High-Throughput Satellites: Models, Parameters and Multicarrier Optimization. 292-306 - Amrit Singh Bedi, Ketan Rajawat, Vaneet Aggarwal, Alec Koppel:
Escaping Saddle Points for Successive Convex Approximation. 307-321 - Domenico Gaglione, Paolo Braca, Giovanni Soldi, Florian Meyer, Franz Hlawatsch, Moe Z. Win:
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking. 322-336 - Qian Wang, Zhi Quan, Suzhi Bi, Pooi-Yuen Kam:
Joint ML/MAP Estimation of the Frequency and Phase of a Single Sinusoid With Wiener Carrier Phase Noise. 337-350 - Ofir Krauz, Joseph Tabrikian:
Composite Hypothesis Tests for Detection of Modeling Misspecification. 351-365 - Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Learned Factor Graphs for Inference From Stationary Time Sequences. 366-380 - Saurabh Sihag, Ali Tajer, Urbashi Mitra:
Adaptive Graph-Constrained Group Testing. 381-396 - Amr Elnakeeb, Urbashi Mitra:
On Non-Linear Trajectory Tracking via Variety-Based Background Subtraction Models. 397-409 - Shih Yu Chang, Hsiao-Chun Wu:
Tensor Wiener Filter. 410-422 - Qian Wan, Jun Fang, Yinsen Huang, Huiping Duan, Hongbin Li:
A Variational Bayesian Inference-Inspired Unrolled Deep Network for MIMO Detection. 423-437 - Tin Vlasic, Damir Sersic:
Sampling and Reconstruction of Sparse Signals in Shift-Invariant Spaces: Generalized Shannon's Theorem Meets Compressive Sensing. 438-451 - Shixiong Wang, Zhi-Sheng Ye:
Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier. 452-467 - Amir Weiss, Boaz Nadler:
"Self-Wiener" Filtering: Data-Driven Deconvolution of Deterministic Signals. 468-481 - Armin Eftekhari:
Over-Parametrized Matrix Factorization in the Presence of Spurious Stationary Points. 482-496 - Samuel Duffield, Sumeetpal S. Singh:
Online Particle Smoothing With Application to Map-Matching. 497-508 - Wenzhe Fan, Yili Xia, Chunguo Li, Yongming Huang, Björn E. Ottersten:
Joint Parameter Estimation From Binary Observations Over Decentralized Channels. 509-522 - Yanxu Su, Qingling Wang, Changyin Sun:
Distributed Primal-Dual Method for Convex Optimization With Coupled Constraints. 523-535 - Sidharth Gupta, Ivan Dokmanic:
Total Least Squares Phase Retrieval. 536-549 - Meng Hua, Qingqing Wu, Luxi Yang, Robert Schober, H. Vincent Poor:
A Novel Wireless Communication Paradigm for Intelligent Reflecting Surface Based Symbiotic Radio Systems. 550-565 - Xinping Yi:
Asymptotic Spectral Representation of Linear Convolutional Layers. 566-581 - Ruiyuan Wu, Wing-Kin Ma, Yuening Li, Anthony Man-Cho So, Nicholas D. Sidiropoulos:
Probabilistic Simplex Component Analysis. 582-599 - Zhongxing Sun, Wei Cui, Yulong Liu:
Quantized Corrupted Sensing With Random Dithering. 600-615 - Dorian Florescu, Felix Krahmer, Ayush Bhandari:
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments. 616-630 - Ningyuan Wang, Daniel B. Forger:
The Level Set Kalman Filter for State Estimation of Continuous-Discrete Systems. 631-642 - Leila Ben Saad, Baltasar Beferull-Lozano, Elvin Isufi:
Quantization Analysis and Robust Design for Distributed Graph Filters. 643-658 - Elias Raninen, David E. Tyler, Esa Ollila:
Linear Pooling of Sample Covariance Matrices. 659-672 - Jing Jian, Zhe Gao, Tao Kan:
Parameter Training Methods for Convolutional Neural Networks With Adaptive Adjustment Method Based on Borges Difference. 673-685 - Anna Kutschireiter, Luke I. Rast, Jan Drugowitsch:
Projection Filtering With Observed State Increments With Applications in Continuous-Time Circular Filtering. 686-700 - Huizhen Li, Hua Huang, Zhijing Ye, Hongfeng Li:
Hyperspectral Image Classification Using Adaptive Weighted Quaternion Zernike Moments. 701-713 - Hang Geng, Zidong Wang, Alireza Mousavi, Fuad E. Alsaadi, Yuhua Cheng:
Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol. 714-728 - William Baxter, Elias Aboutanios, Aboulnasr Hassanien:
Joint Radar and Communications for Frequency-Hopped MIMO Systems. 729-742 - Peng Chen, Zhimin Chen, Beixiong Zheng, Xianbin Wang:
Efficient DOA Estimation Method for Reconfigurable Intelligent Surfaces Aided UAV Swarm. 743-755 - Aakash Arora, Christos G. Tsinos, M. R. Bhavani Shankar, Symeon Chatzinotas, Björn E. Ottersten:
Efficient Algorithms for Constant-Modulus Analog Beamforming. 756-771 - Antonio Cicone, Martin Huska, Sung Ha Kang, Serena Morigi:
JOT: A Variational Signal Decomposition Into Jump, Oscillation and Trend. 772-784 - Pierre Humbert, Laurent Oudre, Nicolas Vayatis, Julien Audiffren:
Tensor Convolutional Dictionary Learning With CP Low-Rank Activations. 785-796 - Weidong Liu, Xiaojun Mao, Xin Zhang:
Fast and Robust Sparsity Learning Over Networks: A Decentralized Surrogate Median Regression Approach. 797-809 - Chao-Yi Wu, Tianyi Zhang, Jian Li, Tan F. Wong:
Parameter Estimation in PMCW MIMO Radar Systems With Few-Bit Quantized Observations. 810-821 - Jianping Wang, Min Ding, Alexander Yarovoy:
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition. 822-834 - Shay Kreymer, Tamir Bendory:
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach. 835-849 - Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu:
Reinforcement Learning for Motion Policies in Mobile Relaying Networks. 850-861 - Ye Yuan, Wei Yi, Pramod K. Varshney:
Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking. 862-877 - Zhanxian Liu, Rongke Liu, Haijun Zhang:
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU. 878-889 - Wenchao Li, Xuezhi Wang, Bill Moran:
An Enhanced Lattice Algorithm for Range Estimation Using Noisy Measurement With Phase Ambiguity. 890-902 - Ze Wang, Chi Man Wong, Agostinho C. Rosa, Tao Qian, Feng Wan:
Adaptive Fourier Decomposition for Multi-Channel Signal Analysis. 903-918 - Zhenhua Zhou, Lei Huang, Mads Græsbøll Christensen, Shengli Zhang:
Robust Spectral Analysis of Multi-Channel Sinusoidal Signals in Impulsive Noise Environments. 919-935 - Vitor Rosa Meireles Elias, Vinay Chakravarthi Gogineni, Wallace A. Martins, Stefan Werner:
Kernel Regression Over Graphs Using Random Fourier Features. 936-949 - Gang Wang:
Finite-Time Error Bounds of Biased Stochastic Approximation With Application to TD-Learning. 950-962 - Qiyou Duan, Hadi G. Ghauch, Taejoon Kim:
Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent. 963-977 - Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang:
Adaptive Radar Detection in Gaussian Interference Using Clutter-Free Training Data. 978-993 - Chao Xue, Yulong Huang, Fengchi Zhu, Yonggang Zhang, Jonathon A. Chambers:
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions. 994-1009 - Anthony Trezza, Donald J. Bucci, Pramod K. Varshney:
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking. 1010-1025 - Jiezhi Zhang, Xiaoling Hu, Caijun Zhong:
Phase Calibration for Intelligent Reflecting Surfaces Assisted Millimeter Wave Communications. 1026-1040 - Zhongchang Sun, Shaofeng Zou, Ruizhi Zhang, Qunwei Li:
Quickest Change Detection in Anonymous Heterogeneous Sensor Networks. 1041-1055 - Aditya Sant, Markus Leinonen, Bhaskar D. Rao:
Block-Sparse Signal Recovery via General Total Variation Regularized Sparse Bayesian Learning. 1056-1071 - Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett:
Tight Regret Bounds for Noisy Optimization of a Brownian Motion. 1072-1087 - Shuo Wu, Yingbo Hua:
Total Secrecy From Anti-Eavesdropping Channel Estimation. 1088-1103 - Subhroshekhar Ghosh, Meixia Lin, Dongfang Sun:
Signal Analysis via the Stochastic Geometry of Spectrogram Level Sets. 1104-1117 - Dai Trong Hoang, Kyungchun Lee:
Deep Learning-Aided Coherent Direction-of-Arrival Estimation With the FTMR Algorithm. 1118-1130 - Ayush Bhandari, Felix Krahmer, Thomas Poskitt:
Unlimited Sampling From Theory to Practice: Fourier-Prony Recovery and Prototype ADC. 1131-1141 - Krishna Pillutla, Sham M. Kakade, Zaïd Harchaoui:
Robust Aggregation for Federated Learning. 1142-1154 - Pradeep Chennakesavula, Y.-W. Peter Hong, Anna Scaglione:
Efficient Caching by Linear Compression for Parameter Estimation in Wireless Sensor Networks. 1155-1169 - Sagar Shrestha, Xiao Fu, Mingyi Hong:
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models. 1170-1184 - Kai Shen, Chengxi Zhang, Peng Dong, Zhongliang Jing, Henry Leung:
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication. 1185-1196 - Sheng Xu, Linlong Wu, Kutluyil Dogançay, Mohammad Alaee-Kerahroodi:
A Hybrid Approach to Optimal TOA-Sensor Placement With Fixed Shared Sensors for Simultaneous Multi-Target Localization. 1197-1212 - Sajjad Amini, Mohammad Soltanian, Mostafa Sadeghi, Shahrokh Ghaemmaghami:
Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation. 1213-1223 - Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, Gong Zhang:
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors. 1224-1240 - Ghania Fatima, Zongyu Li, Aakash Arora, Prabhu Babu:
PDMM: A Novel Primal-Dual Majorization-Minimization Algorithm for Poisson Phase-Retrieval Problem. 1241-1255 - Burak C. Civek, Emre Ertin:
Bayesian Sparse Blind Deconvolution Using MCMC Methods Based on Normal-Inverse-Gamma Prior. 1256-1269 - Mati Wax, Amir Adler:
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching. 1270-1281 - Augusto Aubry, Paolo Braca, Antonio De Maio, Angela Marino:
Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization. 1282-1294 - Pushpendra Singh, Anubha Gupta, Shiv Dutt Joshi:
General Parameterized Fourier Transform: A Unified Framework for the Fourier, Laplace, Mellin and $Z$ Transforms. 1295-1309 - David Gamarnik, Eren C. Kizildag, Ilias Zadik:
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks. 1310-1319 - Jing Yang, Augusto Aubry, Antonio De Maio, Xianxiang Yu, Guolong Cui:
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference. 1320-1332 - Deyun Wei, Yijie Zhang, Yuan-Min Li:
Linear Canonical Stockwell Transform: Theory and Applications. 1333-1347 - Vincent Schellekens, Laurent Jacques:
Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. 1348-1360 - Yifei Shen, Wenyue Zhou, Yongming Huang, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Fast Iterative Soft-Output List Decoding of Polar Codes. 1361-1376 - Asaf Abas, Tamir Bendory, Nir Sharon:
The Generalized Method of Moments for Multi-Reference Alignment. 1377-1388 - Yue Qi, Mojtaba Vaezi:
Signaling Design for MIMO-NOMA With Different Security Requirements. 1389-1401 - Gui Zhou, Cunhua Pan, Hong Ren, Kezhi Wang, Marco Di Renzo:
Fairness-Oriented Multiple RIS-Aided mmWave Transmission: Stochastic Optimization Methods. 1402-1417 - Daniel Egea-Roca, Blaise Kévin Guépié, José A. Lopez-Salcedo, Gonzalo Seco-Granados, Igor V. Nikiforov:
Two Strategies in Transient Change Detection. 1418-1433 - Huiwen Yang, Mengyu Huang, Yuzhe Li, Subhrakanti Dey, Ling Shi:
Joint Power Allocation for Remote State Estimation With SWIPT. 1434-1447 - Nithin Sugavanam, Siddharth Baskar, Emre Ertin:
High Resolution MIMO Radar Sensing With Compressive Illuminations. 1448-1463 - Minjie Tang, Songfu Cai, Vincent K. N. Lau:
Radix-Partition-Based Over-the-Air Aggregation and Low-Complexity State Estimation for IoT Systems Over Wireless Fading Channels. 1464-1477 - Gui Zhou, Cunhua Pan, Hong Ren, Petar Popovski, A. Lee Swindlehurst:
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems. 1478-1492 - Paul M. Baggenstoss, Steven Kay:
Nonlinear Dimension Reduction by PDF Estimation. 1493-1505 - Hiroki Kuroda, Daichi Kitahara:
Block-Sparse Recovery With Optimal Block Partition. 1506-1520 - Antonio Cicone, Enza Pellegrino:
Multivariate Fast Iterative Filtering for the Decomposition of Nonstationary Signals. 1521-1531 - Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar:
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics. 1532-1547 - Xiaohui Hao, Yan Liang, Tiancheng Li:
Distributed Estimation for Multi-Subsystem With Coupled Constraints. 1548-1559 - Bailu Wang, Suqi Li, Giorgio Battistelli, Luigi Chisci, Wei Yi:
Multi-Agent Fusion With Different Limited Fields-of-View. 1560-1575 - Shenglong Zhou, Ziyan Luo, Naihua Xiu, Geoffrey Ye Li:
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization. 1593-1608 - Chang Tian, An Liu, Guan Huang, Wu Luo:
Successive Convex Approximation Based Off-Policy Optimization for Constrained Reinforcement Learning. 1609-1624 - Shuai Wang, Tsung-Hui Chang:
Federated Matrix Factorization: Algorithm Design and Application to Data Clustering. 1625-1640 - Keng-Shih Lu, Antonio Ortega, Debargha Mukherjee, Yue Chen:
DCT and DST Filtering With Sparse Graph Operators. 1641-1656 - Jun Zhang, Ming Bao, Xiao-Ping Zhang, Zhifei Chen, Jianhua Yang:
DOA Estimation for Heterogeneous Wideband Sources Based on Adaptive Space-Frequency Joint Processing. 1657-1672 - Rémi Garcia, Anastasia Volkova, Martin Kumm, Alexandre Goldsztejn, Jonas Kühle:
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders. 1673-1686 - Yatao Liu, Mingjie Shao, Wing-Kin Ma, Qiang Li:
Symbol-Level Precoding Through the Lens of Zero Forcing and Vector Perturbation. 1687-1703 - Paris V. Giampouras, Athanasios A. Rontogiannis, Eleftherios Kofidis:
Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way. 1704-1717 - Tomoya Nishida, Natsuki Ueno, Shoichi Koyama, Hiroshi Saruwatari:
Region-Restricted Sensor Placement Based on Gaussian Process for Sound Field Estimation. 1718-1733