IEEE Transactions on Signal Processing

Article	Citations
Deep Learning Enabled Semantic Communication Systems	310
Reconfigurable Intelligent Surfaces for Localization: Position and Orientation Error Bounds	146
Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission	140
A Joint Precoding Framework for Wideband Reconfigurable Intelligent Surface-Aided Cell-Free Network	139
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming	136
Robust Aggregation for Federated Learning	115
UVeQFed: Universal Vector Quantization for Federated Learning	103
Over-the-Air Federated Learning From Heterogeneous Data	87
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics	85
Deep Networks for Direction-of-Arrival Estimation in Low SNR	85
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface	83
Target Detection Within Nonhomogeneous Clutter Via Total Bregman Divergence-Based Matrix Information Geometry Detectors	77
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems	75
Limited Feedforward Waveform Design for OFDM Dual-Functional Radar-Communications	65
Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays	65
Foundations of MIMO Radar Detection Aided by Reconfigurable Intelligent Surfaces	61
Augmented Covariance Matrix Reconstruction for DOA Estimation Using Difference Coarray	58
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars	57
SR2CNN: Zero-Shot Learning for Signal Recognition	57
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning	54
An Optimal Estimation Framework of Multi-Agent Systems With Random Transport Protocol	54
Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers	48
A Joint TOA and DOA Acquisition and Tracking Approach for Positioning With LTE Signals	48
On Unlimited Sampling and Reconstruction	47
Real-Valued Sparse Bayesian Learning for DOA Estimation With Arbitrary Linear Arrays	45

FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data	45
Fixed Point Strategies in Data Science	43
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer	42
Scalable Detection and Tracking of Geometric Extended Objects	42
Improving Sum-Rate of Cell-Free Massive MIMO With Expanded Compute-and-Forward	41
An Efficient Power Allocation Strategy for Maneuvering Target Tracking in Cognitive MIMO Radar	41
Target Capacity Based Resource Optimization for Multiple Target Tracking in Radar Network	41
Ziv-Zakai Bound for DOAs Estimation	40
Joint Radar-Communication Transmission: A Generalized Pareto Optimization Framework	40
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	39
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	38
ULA Fitting for Sparse Array Design	38
Adaptive Sparse Array Beamformer Design by Regularized Complementary Antenna Switching	38
Spatial- and Range- ISLR Trade-Off in MIMO Radar Via Waveform Correlation Optimization	37
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	35
Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference	35
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms	35
Integrated Waveform Design for MIMO Radar and Communication via Spatio-Spectral Modulation	34
Learning Strategies for Radar Clutter Classification	33
Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory	33
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning	33
Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid	33
Target Localization Geometry Gain in Distributed MIMO Radar	32
Decentralized Online Convex Optimization With Event-Triggered Communications	32
Detection of the Number of Signals by Signal Subspace Matching	32
A Novel Wireless Communication Paradigm for Intelligent Reflecting Surface Based Symbiotic Radio Systems	32
SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems	31
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation	31
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray	31
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising	31
Sparse Symmetric Linear Arrays With Low Redundancy and a Contiguous Sum Co-Array	30
Unlimited Sampling From Theory to Practice: Fourier-Prony Recovery and Prototype ADC	30
Generalized Non-Redundant Sparse Array Designs	29
Approximate Message Passing With Unitary Transformation for Robust Bilinear Recovery	29
Efficient DOA Estimation Method for Reconfigurable Intelligent Surfaces Aided UAV Swarm	29
Location Sensing and Beamforming Design for IRS-Enabled Multi-User ISAC Systems	29
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays With Subarray Sampling	28
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization	28
Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication	28
Discrete Time $q$-Lag Maximum Likelihood FIR Smoothing and Iterative Recursive Algorithm	28
Matrix-Monotonic Optimization $-$ Part I: Single-Variable Optimization	28
Bias Reduced Semidefinite Relaxation Method for 3-D Rigid Body Localization Using AOA	27
Ordered Reliability Bits Guessing Random Additive Noise Decoding	27
Mixed Near-Field and Far-Field Localization and Array Calibration With Partly Calibrated Arrays	27
Constrained Radar Waveform Design for Range Profiling	26
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures	26
Signal Detection in Distributed MIMO Radar With Non-Orthogonal Waveforms and Sync Errors	26
Differentiable Bi-Sparse Multi-View Co-Clustering	26
Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol	26
On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays	26

Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part I: Detector Designs	26
A Hybrid Approach to Optimal TOA-Sensor Placement With Fixed Shared Sensors for Simultaneous Multi-Target Localization	26
Importance Gaussian Quadrature	26
Joint Radar and Communications for Frequency-Hopped MIMO Systems	26
Distributed Learning in Non-Convex Environments—Part I: Agreement at a Linear Rate	25
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter	25
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection	25
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	25
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	25
Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis	25
Coarray Tensor Direction-of-Arrival Estimation	24
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets	24
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals	24
Throughput Maximization for Intelligent Reflecting Surface Aided MIMO WPCNs With Different DL/UL Reflection Patterns	24
Bias-Compensated Sign Algorithm for Noisy Inputs and Its Step-Size Optimization	24
MIMO Multifunction RF Systems: Detection Performance and Waveform Design	24
Direction of Arrival Estimation of Wideband Sources Using Sparse Linear Arrays	23
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	23
Radar and Communication Spectral Coexistence in Range-Dependent Interference	23
Learning Decentralized Wireless Resource Allocations With Graph Neural Networks	23
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features	23
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection	23
Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target Recognition	23
Distributed Auxiliary Particle Filtering With Diffusion Strategy for Target Tracking: A Dynamic Event-Triggered Approach	23
Target Localization and Clock Refinement in Distributed MIMO Radar Systems With Time Synchronization Errors	23
Unitary Approximate Message Passing for Sparse Bayesian Learning	23
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers	23
Spectrally-Agile Waveform Design for Wideband MIMO Radar Transmit Beampattern Synthesis via Majorization-ADMM	23
Heterogeneous Multi-Sensor Fusion With Random Finite Set Multi-Object Densities	23
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison	22
Robust Energy-Efficient Resource Management, SIC Ordering, and Beamforming Design for MC MISO-NOMA Enabled 6G	22
Sparse Activity Detection in Multi-Cell Massive MIMO Exploiting Channel Large-Scale Fading	22
Localization With One-Bit Passive Radars in Narrowband Internet-of-Things Using Multivariate Polynomial Optimization	22
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues	22
Deep Scattering Network With Fractional Wavelet Transform	22
Phase Transitions in Frequency Agile Radar Using Compressed Sensing	22
Tensor-Based Joint Channel Estimation and Symbol Detection for Time-Varying mmWave Massive MIMO Systems	21
Efficient Direct Target Localization for Distributed MIMO Radar With Expectation Propagation and Belief Propagation	21
Enhanced DOA Estimation Exploiting Multi-Frequency Sparse Array	21
Tracking Cells and Their Lineages Via Labeled Random Finite Sets	21
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach	21
Ridge-Aware Weighted Sparse Time-Frequency Representation	21
Online Deep Neural Networks for MmWave Massive MIMO Channel Estimation With Arbitrary Array Geometry	21
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior	20
Power Allocation for Coexisting Multicarrier Radar and Communication Systems in Cluttered Environments	20
Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee	20
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part II: Applications	20
Distributed Multi-Object Tracking Under Limited Field of View Sensors	20
Federated Learning With Spiking Neural Networks	20
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation	20
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks	20
Joint Detection Threshold Optimization and Illumination Time Allocation Strategy for Cognitive Tracking in a Networked Radar System	20
Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements	20
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	19
Multi-Sensor Filtering Fusion With Parametric Uncertainties and Measurement Censoring: Monotonicity and Boundedness	19
MVDR Beamformer Design by Imposing Unit Circle Roots Constraints for Uniform Linear Arrays	19
Particle Filtering for Nonlinear/Non-Gaussian Systems With Energy Harvesting Sensors Subject to Randomly Occurring Sensor Saturations	19
CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI	19
Online Topology Identification From Vector Autoregressive Time Series	18
Construction of Golay Complementary Matrices and Its Applications to MIMO Omnidirectional Transmission	18
Transmit Waveform Design for Dual-Function Radar-Communication Systems via Hybrid Linear-Nonlinear Precoding	18
Wide and Deep Graph Neural Network With Distributed Online Learning	18
Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration	18
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	18
Dilated Arrays: A Family of Sparse Arrays With Increased Uniform Degrees of Freedom and Reduced Mutual Coupling on a Moving Platform	18
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models	18
Deep Learning-Aided Coherent Direction-of-Arrival Estimation With the FTMR Algorithm	18
Performance Analysis of Joint Range-Velocity Estimator With 2D-MUSIC in OFDM Radar	17
Distributed Learning in Non-Convex Environments— Part II: Polynomial Escape From Saddle-Points	17
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam	17
Multivariate Fast Iterative Filtering for the Decomposition of Nonstationary Signals	17
Efficient Sensor Placement for Signal Reconstruction Based on Recursive Methods	17
Fast Numerical Computation of Two-Dimensional Non-Separable Linear Canonical Transform Based on Matrix Decomposition	16
Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number	16
Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise	16
A Multi-Taper S-Transform Method for Spectral Estimation of Stationary Processes	16
Covariance Matrix Estimation for FDA-MIMO Adaptive Transmit Power Allocation	16
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes	16
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting	16
The Impact of Multipath Information on Time-of-Arrival Estimation	16

Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking	16
Solving High-Order Portfolios via Successive Convex Approximation Algorithms	16
Energy Efficiency Optimization in Radar-Communication Spectrum Sharing	16
Matrix-Monotonic Optimization $-$ Part II: Multi-Variable Optimization	16
Graph Signal Processing Meets Blind Source Separation	16
Frequency Domain Analysis and Equalization for Molecular Communication	16
MIMO Radar Waveform Design for Multipath Exploitation	16
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares	16
Learned Factor Graphs for Inference From Stationary Time Sequences	15
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval	15
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization	15
Simultaneous Mobile Information and Power Transfer by Resonant Beam	15
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications	15
General Cauchy Conjugate Gradient Algorithms Based on Multiple Random Fourier Features	15
Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory	15
Shallow Underwater Acoustic Massive MIMO Communications	15
Joint TOA and DOA Estimation With CFO Compensation Using Large-Scale Array	15
Theory and Design of Joint Time-Vertex Nonsubsampled Filter Banks	15
ADMM-Net for Communication Interference Removal in Stepped-Frequency Radar	15
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation	14
Distributed Algorithms for Array Signal Processing	14
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation	14
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	14
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks	14
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking	14
Nyquist Sampling and Degrees of Freedom of Electromagnetic Fields	14
Robust Recovery of Jointly-Sparse Signals Using Minimax Concave Loss Function	14
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning	14
Filtering in Pairwise Markov Model With Student's t Non-Stationary Noise With Application to Target Tracking	14
Bayesian Channel Estimation in Multi-User Massive MIMO With Extremely Large Antenna Array	14
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach	14
A Depth-First Iterative Algorithm for the Conjugate Pair Fast Fourier Transform	14
Computational Array Signal Processing via Modulo Non-Linearities	14
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability	14
Blind Localization of Early Room Reflections Using Phase Aligned Spatial Correlation	14
On Accurate Source Enumeration: A New Bayesian Information Criterion	13
Novel Codebook Design for Channel State Information Quantization in MIMO Rician Fading Channels With Limited Feedback	13
One-Bit Phase Retrieval: More Samples Means Less Complexity?	13
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access	13
Robust Beamforming Design for Magnetic MIMO Wireless Power Transfer Systems	13
Multi-Scan Multi-Sensor Multi-Object State Estimation	13
Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier	13
Innovative and Additive Outlier Robust Kalman Filtering With a Robust Particle Filter	13
Multiple Importance Sampling for Symbol Error Rate Estimation of Maximum-Likelihood Detectors in MIMO Channels	13
Decentralized Blockchain-Based Dynamic Spectrum Acquisition for Wireless Downlink Communications	13
Balanced Neural Architecture Search and Its Application in Specific Emitter Identification	13
Directionally Weighted Wave Field Estimation Exploiting Prior Information on Source Direction	13
Sparse-Group Lasso for Graph Learning From Multi-Attribute Data	13
Linear Canonical Stockwell Transform: Theory and Applications	13
Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement	13
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery	13
Resource Allocation for Multitarget Tracking and Data Reduction in Radar Network With Sensor Location Uncertainty	13
Distributed Nonlinear Polynomial Graph Filter and Its Output Graph Spectrum: Filter Analysis and Design	13
Functional Bayesian Filter	12
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication	12
Adaptive IQ Mismatch Compensation in Time-Domain Using Frequency-Domain Observations	12
A Reconfigurable MIMO-SAR Transmission Scheme Based on Inter-Pulse and Intra-Pulse Joint Phase Modulation	12
On the Adversarial Robustness of Hypothesis Testing	12
Generalized MBI Algorithm for Designing Sequence Set and Mismatched Filter Bank With Ambiguity Function Constraints	12
Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers	12
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective	12
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization	12
The Wasserstein-Fourier Distance for Stationary Time Series	12
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry	12
Hybrid Analog and Digital Beamforming Design for Channel Estimation in Correlated Massive MIMO Systems	12
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction	12
Kernel Regression Over Graphs Using Random Fourier Features	12
A Unified Framework for Multistatic Passive Radar Target Detection Under Uncalibrated Receivers	12
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets	12
Stochastic Graph Neural Networks	12
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems	12
Multi-Sensor Track-to-Track Association and Spatial Registration Algorithm Under Incomplete Measurements	12
Block Coordinate Descent Algorithms for Auxiliary-Function-Based Independent Vector Extraction	12
Task-Based Analog-to-Digital Converters	12
Exploiting Sparsity of Ranging Biases for NLOS Mitigation	12
Adaptive Frequency-Domain Normalized Implementations of Widely-Linear Complex-Valued Filter	12
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process	12
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals	11
Massive MIMO-OFDM Systems with Low Resolution ADCs: Cramér-Rao Bound, Sparse Channel Estimation, and Soft Symbol Decoding	11
Ziv-Zakai Bound for Compressive Time Delay Estimation	11
Synchrosqueezed Fractional Wavelet Transform: A New High-Resolution Time-Frequency Representation	11
Online Joint State Inference and Learning of Partially Unknown State-Space Models	11
Decomposing Non-Stationary Signals With Time-Varying Wave-Shape Functions	11
Target Detection Using Quantized Cloud MIMO Radar Measurements	11
Subspace-Based Estimation of Rapidly Varying Mobile Channels for OFDM Systems	11
Band-Stop Smoothing Filter Design	11
Efficient Algorithms for Constant-Modulus Analog Beamforming	11
Structured Covariance Matrix Estimation With Missing-(Complex) Data for Radar Applications via Expectation-Maximization	11
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition	11
Optimal Fractional Fourier Filtering for Graph Signals	11
Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds	11
A Novel Wave Decomposition for Oscillatory Signals	11
On the Tracking Performance of Adaptive Filters and Their Combinations	11
Minimax Robust Detection: Classic Results and Recent Advances	11
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference	11