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IEEE 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