Signal Processing

Article	Citations
Flexible construction of compressed sensing matrices with low storage space and low coherence	162
Minimization of theq-ratio sparsity with	141
Spline nonlinear adaptive filters considering cross terms	125
Nonlinear extended blind end-member and abundance extraction for hyperspectral images	106
Bayesian low-rank matrix completion with dual-graph embedding: Prior analysis and tuning-free inference	86
Cascaded transformer U-net for image restoration	81
Editorial Board	80
Ambiguity attack against text-to-image diffusion model watermarking	74
Single target tracking for noncooperative bistatic radar with unknown signal illumination	71
A systematic review on recent developments in nonlocal and variational methods for SAR image despeckling	67
Structured subspace learning-induced symmetric nonnegative matrix factorization	63
Polarization-space-time domain adaptive detection for the heterogeneous array	62
A polynomial multiple variance method for impulse response measurement	59
Semidefinite relaxation method for unified near-Field and far-Field localization by AOA	58
Subspace prototype learning for few-Shot remote sensing scene classification	52
An improved two-phase robust distributed Kalman filter	52
Model-driven self-aware self-training framework for label noise-tolerant medical image segmentation	52
Commutative quaternion algebra and DSP fundamental properties: Quaternion convolution and Fourier transform	51
Multistatic Radar Target Detection Based on the Time Reversal in Clutter Environments	49
Robust Affine Projection Tanh Algorithm and Its Performance Analysis	49
Sea clutter suppression algorithm in low SCR based on improved fractional Fourier transform	48
Single image super-resolution using feature adaptive learning and global structure sparsity	47
Sparsity-based direction-of-arrival and polarization estimation for mirrored linear vector sensor arrays	46
Computationally attractive and statistically efficient estimator for noise resilient TOA localization	46
Continuous track-before-detect method for rotating radars	46

Hypercomplex Low Rank Reconstruction for NMR Spectroscopy	45
A coding layer robust reversible watermarking algorithm for digital image in multi-antenna system	44
MIMO transmission diversity and spatial smoothing: A joint decorrelation effect study	44
Variable step-size convex regularized PRLS algorithms	42
Analysis of the least mean squares algorithm with reusing coefficient vector	42
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	42
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	40
Adaptive detection of subspace signals from two independent sets of samples drawn from a matrix-variate Student distribution	40
Iterative multi-target detection for PA-FDA dual-mode radar	37
A Kullback-Leibler Divergence Variant of the Bayesian Cramér-Rao Bound	37
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	35
Network clustering via kernel-ARMA modeling and the Grassmannian: The brain-network case	35
Hyperspectral image classification via nonlocal joint kernel sparse representation based on local covariance	34
Backward optimal FIR filtering and recursive forms for discrete LTV processes	34
Optimal signal design for coherent detection of binary signals in Gaussian noise under power and secrecy constraints	33
Double-event-triggered cooperative maximum correntropy estimation over wireless sensor networks	32
Analyzing cross-validation in compressed sensing with Poisson noise	32
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	32
Editorial Board	32
Editorial Board	31
Integrated radar and communication waveform design based on a shared array	31
A discrepant information selection mechanism for cooperative sensors	30
Joint DOA tracking and spectral signature estimation of wideband sources using a multi-spectral TBD-CPHD filter	30
MGDMD: Multi-variate generalized dispersive mode decomposition	30
Adaptive Radar Detection in the Clutter and Noise Cover Pulse Jamming Environment	29
The trajectory CPHD filter for spawning targets	29
A novel robust minimum error entropy Kalman filter in the presence of measurement packet dropping	29
A novel time-frequency model, analysis and parameter estimation approach: Towards multiple close and crossed chirp modes	28
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	28
Separable compressed coded aperture imaging via singular value decomposition	28
Green’s function estimation by seismic interferometry from limited frequency samples	28
Nonlinear autoregressive spline neural filter and its application	27
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	27
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	27
Passive direction finding with a pair of acoustic vector sensors using fourth-order cumulants	27
Synthesis of sparse planar arrays with multiple patterns: An automatic coordinate pairing approach	26
Adaptive distributed multiple-model filter with uncertainty of process model	26
Adaptive total variation based image segmentation with semi-proximal alternating minimization	26
Offered load estimation in random access multipacket perception systems using the expectation-maximization algorithm	26
Off-the-grid recovery of time and frequency shifts with multiple measurement vectors	25
Reversible data hiding based on adaptive IPVO and two-segment pairwise PEE	25
From multilinear SVD to multilinear UTV decomposition	25
Heuristic method of adaptive filtering for noisy GARCH processes	24
Subspace estimation along a frequency band through projection matrix approximation	24
On refinements to QMFD based chirp parameter estimation	24
Space–time-range clutter suppression via tensor-based STAP for airborne FDA-MIMO radar	24
Recursive least-squares algorithm based on a third-order tensor decomposition for low-rank system identification	24
On the distributions of some statistics related to adaptive filters trained with t-distributed sa	23
Editorial Board	23
Range ambiguity suppression under high-resolution estimation using the MUSIC-AP algorithm for pulse-Doppler radar	23

Editorial Board	23
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	23
TDoA positioning with data-driven LoS inference in mmWave MIMO communications	22
Adaptive weighted robust data recovery with total variation for hyperspectral image	22
Adaptive Cluster Structured Sparse Bayesian Learning with Application to Compressive Reconstruction for Chirp Signals	22
Model order estimation based on the correntropy of observation eigenvalues	22
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	22
Secure halftone image steganography based on density preserving and distortion fusion	22
Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models	21
Local Mixup: Interpolation of closest input signals to prevent manifold intrusion	21
A joint estimation algorithm for single-input multiple-output underwater acoustic communications	21
Node copying: A random graph model for effective graph sampling	21
Phase retrieval from integrated intensity of auto-convolution	21
Subset based error recovery	21
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	21
Robust secret image sharing scheme with improved anti-noise capability	20
Maximum mixture correntropy based outlier-robust nonlinear filter and smoother	20
Practical distributed maneuvering target tracking using delayed information of heterogeneous unregistered sensors	20
A variable regularization parameter widely linear complex-valued NLMS algorithm: Performance analysis and wind prediction	20
Reversible data hiding in JPEG images based on coefficient-first selection	20
Resolving power of MUSIC-like algorithms for circular or rectilinear correlated sources in CES data models	20
FDA-MIMO radar for DOD, DOA, and range estimation: SA-MCFO framework and RDMD algorithm	20
Decision-making algorithms for learning and adaptation with application to COVID-19 data	20
An adaptive outlier-robust Kalman filter based on sliding window and Pearson type VII distribution modeling	19
A ReLU-based hard-thresholding algorithm for non-negative sparse signal recovery	19
Support recovery with Projected Stochastic Gates: Theory and application for linear models	19
Estimation of user activity prior for active user detection in massive machine type communications	19
A novel co-prime MIMO radar model for DOA estimation	19
Multiple-hypothesis testing rules for high-dimensional model selection and sparse-parameter estimation	19
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	19
The effect of source sparsity on independent vector analysis for blind source separation	19
Robust multi-sensor generalized labeled multi-Bernoulli filter	19
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	19
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization	19
Auto-weighted multi-view clustering with the use of an augmented view	18
A generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition	18
A new class of composite objective multistep estimating sequence techniques	18
Target polarization scattering matrix estimation with conformal MIMO radar	18
A novel adaptive nonlinear Kalman filter scheme for DVL-aided SINS alignment in underwater vehicles	18
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	18
Enhancing image steganography via adversarial optimization of the stego distribution	18
Editorial Board	18
Irregular microphone array design for broadband beamforming	17
Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control	17
Two-direction self-learning super-resolution propagation based on neighbor embedding	17
A robust fixed-interval smoother for nonlinear systems with non-stationary heavy-tailed state and measurement noises	17
Wide-sense Markov signals on the tessarine domain. A study under properness conditions	17
An energy-concentrated wavelet transform for time-frequency analysis of transient signal	17
A double-pass fundus reflection model for efficient single retinal image enhancement	17
Selective partial-update augmented complex-valued LMS algorithm and its performance analysis	17
Improving robust adaptive steganography via minimizing channel errors	17
Multi-stage stochastic gradient method with momentum acceleration	17
A new variational method for selective segmentation of medical images	17
General fuzzy C-means clustering algorithm using Minkowski metric	17
Joint allocation of transmit-receive resource for MIMO-STAP	17
An outlier-robust smoothness-based graph learning approach	16
Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering	16
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	16
A review of robust distributed estimation strategies over wireless sensor networks	16
Dual-Mode deadbeat H2 FIR filtering for discrete-Time system	16
Robust adaptive learning framework for semi-supervised pattern classification	16
Infimal post-composition approach for composite convex optimization applied to image restoration	16
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	16
A novel method for fast detection of high-speed targets	16
EM-based extended object tracking without a priori extension evolution model	16
Ghosting-free multi-exposure image fusion for static and dynamic scenes	16
Polarimetric inverse scattering using LSTM-aided association-learning sparse reconstruction framework	16
Dictionary learning for signals in additive noise with generalized Gaussian distribution	16
Joint diagonalization for a pair of Hermitian quaternion matrices and applications to color face recognition	16
Robust adaptive beamforming under data dependent constraints	16
Model-Free design of control systems over wireless fading channels	16
Deep learning based data-adaptive descriptor for non-rigid multi-modal medical image registration	16
Scale-Invariant and consistent Bayesian information criterion for order selection in linear regression models	16
Robust Kalman filters based on the sub-Gaussian α-stable distribut	16
Successive multivariate variational mode decomposition based on instantaneous linear mixing model	15
Graph filter design by ring-decomposition for 2-connected graphs	15
Graph signal interpolation and extrapolation over manifold of Gaussian mixture	15
Dictionary optimization for greedy recovery in Modulated Wideband Converter based sub-Nyquist sensing	15
Multiple Choice Hard Thresholding Pursuit (MCHTP) for simultaneous sparse recovery and sparsity order estimation	15
Exponential linear units-guided Depthwise separable convolution network with cross attention mechanism for hyperspectral image classification	15

Multiscale dynamic graph signal analysis	15
Resource allocation for target tracking in multiple radar architectures over lossy networks	15
Graph signal recovery using variational Bayes in Fourier pairs with Cramér–Rao bounds	15
A Gaussian approximation filter for nonlinear systems with compound noises	15
Joint DOD and DOA estimation using tensor reconstruction based sparse representation approach for bistatic MIMO radar with unknown noise effect	15
Joint random stepped frequency ISAR imaging and autofocusing based on 2D alternating direction method of multipliers	15
Network architecture optimization for netted MIMO radar systems with surveillance performance	15
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	15
Joint spectrum sensing and DOA estimation with sub-Nyquist sampling	15
Information-theoretic waveform design for MIMO radar detection in range-spread clutter	14
Dual-functional radar-communication based on frequency modulated continuous wave exploiting constraint frequency hopping	14
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors	14
Nonconvex regularization for convex image smoothing	14
Robust multi-focus image fusion using lazy random walks with multiscale focus measures	14
Robust Bayesian cluster enumeration based on the t distribution	14
Tensor decomposition meets blind source separation	14
PSWF-based decoupled atomic norm minimization for DOD and DOA estimation in MIMO radar with arbitrary linear arrays	14
Reversible data hiding based on prediction-error value ordering and multiple-embedding	14
Towards a median signal detector through the total Bregman divergence and its robustness analysis	14
Target-attentional CNN for Radar Automatic Target Recognition with HRRP	14
Contrast enhancement based on reflectance-oriented probabilistic equalization	14
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	14
Adaptive multiple targets detection for FDA-MIMO radar with Gaussian clutter	14
A fractional taylor series-Based least mean square algorithm, and its application to power signal estimation	14
Adaptive sign algorithm for graph signal processing	14
Sparsity-aware complex-valued least mean kurtosis algorithms	14
Consensus-based distributed algorithm for GEP	14
Nonlocal B-spline representation of tensor decomposition for hyperspectral image inpainting	14
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation	14
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	14
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	14
Learning to sound imaging by a model-based interpretable network	14
3-D temporal-spatial-based near-field source localization considering amplitude attenuation	14
Maximum total generalized correntropy adaptive filtering for parameter estimation	14
Power adaptation for vector parameter estimation according to Fisher information based optimality criteria	14
Outlier-robust tri-percentile parameter estimation of K-distributions	14
Multi-shelf graphic equalizer	14
Single image super-resolution with multi-scale information cross-fusion network	14
A multiple-model generalized labeled multi-Bernoulli filter based on blocked Gibbs sampling for tracking maneuvering targets	14
RMANet: Refined-mixed attention network for progressive low-light image enhancement	13
Multi-objective network resource allocation method based on fractional PID control	13
PV-LaP: Multi-sensor fusion for 3D Scene Understanding in intelligent transportation systems	13
Acoustic source localization with deep generalized cross correlations	13
Low-Rank tensor completion based on nonconvex regularization	13
Analyses of the tail-ℓ2	13
Steady-state mean-square performance analysis of the block-sparse maximum Versoria criterion	13
A micro-Doppler spectrogram denoising algorithm for radar human activity recognition	13
Guaranteed matrix recovery using weighted nuclear norm plus weighted total variation minimization	13
Sparse recovery using expanders via hard thresholding algorithm	13
Protecting copyright of stable diffusion models from ambiguity attacks	13
Adaptive detection based on gradient test and Durbin test in spectrally symmetric interference	13
Solving inverse problems with autoencoders on learnt graphs	13
Real-time robust and precise kernel learning for indoor localization under the internet of things	13
A multi-sensor fusion framework with tight coupling for precise positioning and optimization	13
On learning sparse linear models from cross samples	13
On the characterization of reflective surfaces using dual-polarization GNSS-R	13
Video reversible data hiding: An evolution to local distortion-tolerance framework	13
An index of effective number of variables for uncertainty and reliability analysis in model selection problems	13
Super-resolution Direction of Arrival Estimation Using a Minimum Mean-Square Error Framework	13
Discriminative subspace learning using generalized mean	13
An adaptive unscented particle filter for a nonlinear fractional-order system with unknown fractional-order and unknown parameters	13
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation	12
Secret image sharing scheme with lossless recovery and high efficiency	12
Fast and efficient acoustic feedback cancellation based on low rank approximation	12
A saliency-based multiscale approach for infrared and visible image fusion	12
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence	12
Impulsive noise removal via a blind CNN enhanced by an iterative post-processing	12
Research on remote sensing image carbon emission monitoring based on deep learning	12
Fractional Fourier Transform based Riesz fractional derivative approach for edge detection and its application in image enhancement	12
A novel subspace pursuit of residual correlation step algorithm for distributed compressed sensing	12
An off-grid wideband DOA estimation method with the variational Bayes expectation-maximization framework	12
Joint image restoration and edge detection in cooperative game formulation	12
A robust active noise control system based on an exponential hyperbolic cosine norm	12
Robust image steganography against JPEG compression based on DCT residual modulation	12
A penalized inequality-constrained approach for robust beamforming with DoF limitation	12
Improved Image Compressive Sensing Recovery with Low-Rank Prior and Deep Image Prior	12
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	12
PIANO: A fast parallel iterative algorithm for multinomial and sparse multinomial logistic regression	12
Joint sensor registration and multi-object tracking with PHD filter in distributed multi-sensor networks	12
Optimized Sparse Nested Arrays for DoA Estimation of Non-circular Signals	12
Probabilistic quaternion collaborative representation and its application to robust color face identification	12
Class factorized complex variational auto-encoder for HRR radar target recognition	12
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement	12
A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms	12
Dictionary learning with cone atoms and application to anomaly detection	12
Statistical analysis of multichannel FxLMS algorithm for narrowband active noise control	12
Harmonic retrieval using weighted lifted-structure low-rank matrix completion	12
A class of multi-modulus blind deconvolution algorithms using hyperbolic and Givens rotations for MIMO systems	12
Localization and tracking of multiple fast moving targets in bistatic MIMO radar	12
Corrigendum to ‘Regularized derivative interpolation for two dimensional band-limited functions’ [Signal Processing 184 (2021) 107943]	11
M-estimate based diffusion active noise control algorithm over distributed networks and its performance analysis	11
DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework	11
Group sparsity residual constraint model with weighted log-sum penalty for image restoration	11
A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding	11
Graph-based minimum error entropy Kalman filtering	11