Signal Processing

Article	Citations
Editorial Board	206
Single target tracking for noncooperative bistatic radar with unknown signal illumination	166
A systematic review on recent developments in nonlocal and variational methods for SAR image despeckling	133
Robust nonlinear compressive sampling using symmetric alpha-stable distributions	113
Power adaptation for vector parameter estimation according to Fisher information based optimality criteria	112
Joint sensor registration and multi-object tracking with PHD filter in distributed multi-sensor networks	110
Subspace prototype learning for few-Shot remote sensing scene classification	97
Single image super-resolution using feature adaptive learning and global structure sparsity	90
Commutative quaternion algebra and DSP fundamental properties: Quaternion convolution and Fourier transform	88
Consensus-based distributed algorithm for GEP	79
Robust Bayesian cluster enumeration based on the t distribution	77
Computationally attractive and statistically efficient estimator for noise resilient TOA localization	76
Continuous track-before-detect method for rotating radars	75
Hypercomplex Low Rank Reconstruction for NMR Spectroscopy	74
MIMO transmission diversity and spatial smoothing: A joint decorrelation effect study	72
Adaptive detection of subspace signals from two independent sets of samples drawn from a matrix-variate Student distribution	67
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	66
Iterative multi-target detection for PA-FDA dual-mode radar	65
Optimal signal design for coherent detection of binary signals in Gaussian noise under power and secrecy constraints	59
Double-event-triggered cooperative maximum correntropy estimation over wireless sensor networks	58
Editorial Board	56
A discrepant information selection mechanism for cooperative sensors	56
Editorial Board	56
MGDMD: Multi-variate generalized dispersive mode decomposition	53
Joint DOA tracking and spectral signature estimation of wideband sources using a multi-spectral TBD-CPHD filter	51

Separable compressed coded aperture imaging via singular value decomposition	50
Adaptive Radar Detection in the Clutter and Noise Cover Pulse Jamming Environment	50
Synthesis of sparse planar arrays with multiple patterns: An automatic coordinate pairing approach	50
Off-the-grid recovery of time and frequency shifts with multiple measurement vectors	49
From multilinear SVD to multilinear UTV decomposition	47
On refinements to QMFD based chirp parameter estimation	47
Heuristic method of adaptive filtering for noisy GARCH processes	44
Editorial Board	43
On the distributions of some statistics related to adaptive filters trained with t-distributed sa	42
Editorial Board	41
Model order estimation based on the correntropy of observation eigenvalues	41
Secure halftone image steganography based on density preserving and distortion fusion	40
Local Mixup: Interpolation of closest input signals to prevent manifold intrusion	39
Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models	39
Subset based error recovery	38
Resolving power of MUSIC-like algorithms for circular or rectilinear correlated sources in CES data models	37
Decision-making algorithms for learning and adaptation with application to COVID-19 data	37
A variable regularization parameter widely linear complex-valued NLMS algorithm: Performance analysis and wind prediction	34
Multiple-hypothesis testing rules for high-dimensional model selection and sparse-parameter estimation	33
FDA-MIMO radar for DOD, DOA, and range estimation: SA-MCFO framework and RDMD algorithm	33
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization	32
Target polarization scattering matrix estimation with conformal MIMO radar	32
Support recovery with Projected Stochastic Gates: Theory and application for linear models	32
Editorial Board	32
Auto-weighted multi-view clustering with the use of an augmented view	32
Enhancing image steganography via adversarial optimization of the stego distribution	32
Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control	31
A generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition	31
Maximum mixture correntropy based outlier-robust nonlinear filter and smoother	30
Dual-functional radar-communication based on frequency modulated continuous wave exploiting constraint frequency hopping	30
Joint diagonalization for a pair of Hermitian quaternion matrices and applications to color face recognition	30
Model-Free design of control systems over wireless fading channels	29
Polarization-space-time domain adaptive detection for the heterogeneous array	29
Dictionary learning for signals in additive noise with generalized Gaussian distribution	29
An outlier-robust smoothness-based graph learning approach	29
An adaptive unscented particle filter for a nonlinear fractional-order system with unknown fractional-order and unknown parameters	29
Acoustic source localization with deep generalized cross correlations	28
Multiscale dynamic graph signal analysis	28
Robust image steganography against JPEG compression based on DCT residual modulation	28
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	27
Multi-shelf graphic equalizer	27
Dictionary optimization for greedy recovery in Modulated Wideband Converter based sub-Nyquist sensing	27
Towards a median signal detector through the total Bregman divergence and its robustness analysis	27
Nonlocal B-spline representation of tensor decomposition for hyperspectral image inpainting	27
Sparsity-aware complex-valued least mean kurtosis algorithms	27
Graph signal interpolation and extrapolation over manifold of Gaussian mixture	27
3-D temporal-spatial-based near-field source localization considering amplitude attenuation	26
A fractional taylor series-Based least mean square algorithm, and its application to power signal estimation	26
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	26
Graph signal recovery using variational Bayes in Fourier pairs with Cramér–Rao bounds	25

An improved two-phase robust distributed Kalman filter	25
Efficient projection filter algorithm for stochastic dynamical systems with correlated noises and state-dependent measurement covariance	25
Discriminative subspace learning using generalized mean	25
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors	25
Accelerating regularized tensor decomposition using the alternating direction method of multipliers with multiple Nesterov’s extrapolations	24
A robust active noise control system based on an exponential hyperbolic cosine norm	24
MIMO radar partially correlated waveform design based on chirp rate diversity	24
Multiple Choice Hard Thresholding Pursuit (MCHTP) for simultaneous sparse recovery and sparsity order estimation	23
Underwater image restoration based on progressive guidance	23
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	22
A Gaussian approximation filter for nonlinear systems with compound noises	22
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	22
Phase retrieval from integrated intensity of auto-convolution	22
Robust secret image sharing scheme with improved anti-noise capability	22
Robust adaptive learning framework for semi-supervised pattern classification	22
On the characterization of reflective surfaces using dual-polarization GNSS-R	22
TDoA positioning with data-driven LoS inference in mmWave MIMO communications	22
Infimal post-composition approach for composite convex optimization applied to image restoration	22
Ambiguity attack against text-to-image diffusion model watermarking	22
M-estimate based diffusion active noise control algorithm over distributed networks and its performance analysis	21
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	21
Deep learning based data-adaptive descriptor for non-rigid multi-modal medical image registration	21
Protecting copyright of stable diffusion models from ambiguity attacks	21
RMANet: Refined-mixed attention network for progressive low-light image enhancement	21
Fast and efficient acoustic feedback cancellation based on low rank approximation	21
Video reversible data hiding: An evolution to local distortion-tolerance framework	21
Polarimetric inverse scattering using LSTM-aided association-learning sparse reconstruction framework	21
Flexible construction of compressed sensing matrices with low storage space and low coherence	21
Wide-sense Markov signals on the tessarine domain. A study under properness conditions	21
EM-based extended object tracking without a priori extension evolution model	20
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	20
Shaped pattern synthesis for hybrid analog–digital arrays via manifold optimization-enabled block coordinate descent	20
Analyzing cross-validation in compressed sensing with Poisson noise	20
Spectrally compatible aperiodic sequence set design with low cross- and auto-correlation PSL	20
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement	20
A new variational method for selective segmentation of medical images	20
Joint image restoration and edge detection in cooperative game formulation	20
Guaranteed matrix recovery using weighted nuclear norm plus weighted total variation minimization	20
PV-LaP: Multi-sensor fusion for 3D Scene Understanding in intelligent transportation systems	20
A class of multi-modulus blind deconvolution algorithms using hyperbolic and Givens rotations for MIMO systems	20
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	20
Irregular microphone array design for broadband beamforming	20
Subspace estimation along a frequency band through projection matrix approximation	20
An off-grid wideband DOA estimation method with the variational Bayes expectation-maximization framework	20
Sparse recovery using expanders via hard thresholding algorithm	20
Adaptive total variation based image segmentation with semi-proximal alternating minimization	20
Outlier-robust tri-percentile parameter estimation of K-distributions	20
Minimization of theq-ratio sparsity with	20
Improving robust adaptive steganography via minimizing channel errors	20
Node copying: A random graph model for effective graph sampling	20
Scale-Invariant and consistent Bayesian information criterion for order selection in linear regression models	19
Graph filter design by ring-decomposition for 2-connected graphs	19
Multistatic Radar Target Detection Based on the Time Reversal in Clutter Environments	19
Joint random stepped frequency ISAR imaging and autofocusing based on 2D alternating direction method of multipliers	19
Reversible data hiding in JPEG images based on coefficient-first selection	19
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	19
Adaptive Cluster Structured Sparse Bayesian Learning with Application to Compressive Reconstruction for Chirp Signals	19
A coding layer robust reversible watermarking algorithm for digital image in multi-antenna system	19
Analysis of the least mean squares algorithm with reusing coefficient vector	19
Adaptive detection based on gradient test and Durbin test in spectrally symmetric interference	19
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	18
Secret image sharing scheme with lossless recovery and high efficiency	18
Practical distributed maneuvering target tracking using delayed information of heterogeneous unregistered sensors	18
A novel co-prime MIMO radar model for DOA estimation	18
A novel robust minimum error entropy Kalman filter in the presence of measurement packet dropping	18
Bayesian low-rank matrix completion with dual-graph embedding: Prior analysis and tuning-free inference	18
A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding	18
Passive direction finding with a pair of acoustic vector sensors using fourth-order cumulants	18
Nonlinear autoregressive spline neural filter and its application	18
A Kullback-Leibler Divergence Variant of the Bayesian Cramér-Rao Bound	18
Estimation of user activity prior for active user detection in massive machine type communications	18
Green’s function estimation by seismic interferometry from limited frequency samples	18
The trajectory CPHD filter for spawning targets	18
A penalized inequality-constrained approach for robust beamforming with DoF limitation	17
Joint allocation of transmit-receive resource for MIMO-STAP	17
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	17
A topological loss function for image Denoising on a new BVI-lowlight dataset	17
Blind deconvolution with non-smooth regularization via Bregman proximal DCAs	17
Localization and tracking of multiple fast moving targets in bistatic MIMO radar	17
Optimized Sparse Nested Arrays for DoA Estimation of Non-circular Signals	17

Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	17
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	17
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	17
A new class of composite objective multistep estimating sequence techniques	17
Real-time robust and precise kernel learning for indoor localization under the internet of things	17
A novel adaptive nonlinear Kalman filter scheme for DVL-aided SINS alignment in underwater vehicles	17
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence	17
Adaptive weighted robust data recovery with total variation for hyperspectral image	16
Low-Rank tensor completion based on nonconvex regularization	16
Network architecture optimization for netted MIMO radar systems with surveillance performance	16
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	16
Dual-Mode deadbeat H2 FIR filtering for discrete-Time system	16
Structured subspace learning-induced symmetric nonnegative matrix factorization	16
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	16
Exponential linear units-guided Depthwise separable convolution network with cross attention mechanism for hyperspectral image classification	16
Adaptive distributed multiple-model filter with uncertainty of process model	16
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	16
Joint spectrum sensing and DOA estimation with sub-Nyquist sampling	16
Adaptive multiple targets detection for FDA-MIMO radar with Gaussian clutter	16
Selective partial-update augmented complex-valued LMS algorithm and its performance analysis	16
Toeplitz structured subspace for multi-channel blind identification methods	16
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	16
Variable step-size convex regularized PRLS algorithms	16
Steady-state mean-square performance analysis of the block-sparse maximum Versoria criterion	16
PSWF-based decoupled atomic norm minimization for DOD and DOA estimation in MIMO radar with arbitrary linear arrays	16
Robust adaptive beamforming under data dependent constraints	16
Multi-stage stochastic gradient method with momentum acceleration	16
Spline nonlinear adaptive filters considering cross terms	16
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation	16
A joint estimation algorithm for single-input multiple-output underwater acoustic communications	16
Model-driven self-aware self-training framework for label noise-tolerant medical image segmentation	16
Dictionary learning with cone atoms and application to anomaly detection	15
A ReLU-based hard-thresholding algorithm for non-negative sparse signal recovery	15
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	15
An index of effective number of variables for uncertainty and reliability analysis in model selection problems	15
Joint DOD and DOA estimation using tensor reconstruction based sparse representation approach for bistatic MIMO radar with unknown noise effect	15
Solving inverse problems with autoencoders on learnt graphs	15
Multi-objective network resource allocation method based on fractional PID control	15
Contrast enhancement based on reflectance-oriented probabilistic equalization	15
Range ambiguity suppression under high-resolution estimation using the MUSIC-AP algorithm for pulse-Doppler radar	15
Super-resolution Direction of Arrival Estimation Using a Minimum Mean-Square Error Framework	15
On learning sparse linear models from cross samples	15
Analyses of the tail-ℓ2	15
Class factorized complex variational auto-encoder for HRR radar target recognition	15
Probabilistic quaternion collaborative representation and its application to robust color face identification	15
Nonconvex regularization for convex image smoothing	15
The effect of source sparsity on independent vector analysis for blind source separation	15
A micro-Doppler spectrogram denoising algorithm for radar human activity recognition	15
Sea clutter suppression algorithm in low SCR based on improved fractional Fourier transform	15
Semidefinite relaxation method for unified near-Field and far-Field localization by AOA	15
A multiple-model generalized labeled multi-Bernoulli filter based on blocked Gibbs sampling for tracking maneuvering targets	15
A novel subspace pursuit of residual correlation step algorithm for distributed compressed sensing	15
A saliency-based multiscale approach for infrared and visible image fusion	14
A multi-sensor fusion framework with tight coupling for precise positioning and optimization	14
Multi-focus image registration based on optical flow tracking and Delaunay triangulation	14
Graph-based minimum error entropy Kalman filtering	14
Harmonic retrieval using weighted lifted-structure low-rank matrix completion	14
DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework	14
A polynomial multiple variance method for impulse response measurement	14
Two-direction self-learning super-resolution propagation based on neighbor embedding	14
Corrigendum to ‘Regularized derivative interpolation for two dimensional band-limited functions’ [Signal Processing 184 (2021) 107943]	14
PIANO: A fast parallel iterative algorithm for multinomial and sparse multinomial logistic regression	14
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	14
Cascaded transformer U-net for image restoration	14
An energy-concentrated wavelet transform for time-frequency analysis of transient signal	14
A double-pass fundus reflection model for efficient single retinal image enhancement	14
Corrigendum to ‘Finite data performance analysis of one-bit MVDR and phase-only MVDR’ [Signal Processing 183 (2021) Article 108018]	14
Research on remote sensing image carbon emission monitoring based on deep learning	14
Robust Kalman filters based on the sub-Gaussian α-stable distribut	14
Resource allocation for target tracking in multiple radar architectures over lossy networks	14
Adaptive sign algorithm for graph signal processing	13
Learning to sound imaging by a model-based interpretable network	13
Statistical analysis of multichannel FxLMS algorithm for narrowband active noise control	13
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	13
Ghosting-free multi-exposure image fusion for static and dynamic scenes	13
Improved Image Compressive Sensing Recovery with Low-Rank Prior and Deep Image Prior	13
Robust Affine Projection Tanh Algorithm and Its Performance Analysis	13
A stable meaningful image encryption scheme using the newly-designed 2D discrete fractional-order chaotic map and Bayesian compressive sensing	13
Successive multivariate variational mode decomposition based on instantaneous linear mixing model	13
Information-theoretic waveform design for MIMO radar detection in range-spread clutter	13
Sparsity-based direction-of-arrival and polarization estimation for mirrored linear vector sensor arrays	13
Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering	13
Group sparsity residual constraint model with weighted log-sum penalty for image restoration	13
Reversible data hiding based on adaptive IPVO and two-segment pairwise PEE	13
Recursive least-squares algorithm based on a third-order tensor decomposition for low-rank system identification	13
Target-attentional CNN for Radar Automatic Target Recognition with HRRP	13
An adaptive outlier-robust Kalman filter based on sliding window and Pearson type VII distribution modeling	13
Robust multi-sensor generalized labeled multi-Bernoulli filter	13
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation	13
A novel method for fast detection of high-speed targets	13
Extended target tracking under multitarget tracking framework for convex polytope shapes	12
Reversible data hiding in JPEG document images based on zero coefficients embedding	12
The short-time Wigner–Ville distribution	12
Joint track initiation of resolvable group target	12
Waveform designs for joint radar-communication systems with OQAM-OFDM	12