Digital Signal Processing

Papers
(The median citation count of Digital Signal Processing is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Generative attention based framework for implicit language change detection634
Robust NLMS algorithms with combined step-size against impulsive noises223
CUDU-Net: Collaborative up-sampling decoder U-Net for leaf vein segmentation101
Low complexity receiver design for time-varying Poisson molecular communication channels with memory71
Pseudo-spectrum-based multi-sensor multi-frame detection in mixed coordinates65
Editorial Board58
Editorial Board55
Implicit neural representation for image demosaicking55
Multi-dimensional spatial pruning for remote sensing image scene classification53
Automatic reconstruction of radar pulse repetition pattern based on model learning52
A low-complexity DOA estimation algorithm using UAMP with Bernoulli-Gaussian prior51
An enhanced domain generalization method for object detection based on text guided feature disentanglement51
DOA estimation and signal sorting methods of multi-baseline polarized interferometer48
Root high-order cumulant MUSIC47
On the improvements of successive cancellation Creeper decoding for polar codes46
Channel rearrangement multi-branch network for image super-resolution44
Age of information in molecular communication channels44
Joint multi-Gaussian mixture model and its application to multi-model multi-bernoulli filter44
Feasibility of retrieving effective reflector height using GNSS-IR from a single-frequency android smartphone SNR data42
BE-SGGAN: Content-aware bit-depth enhancement by semantic guided GAN41
On the transmission performance of DS-CDMA-based drone swarm41
A two-stage detection method based on improved DP-TBD for marine weak extended targets40
SFD-resistant joint time-frequency symbol timing recovery algorithm and parallel FPGA implementation for broadband satellite communication40
Spatial scene temporal behavior framework for anomaly detection39
Enhancing robustness of zero resource children's speech recognition system through bispectrum based front-end acoustic features39
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications39
Performance analysis of Radar detection for fluctuating targets based on coherent demodulation38
DRANet: A semantic segmentation network for Chinese landscape paintings38
High-frequency distributed super nested arrays based on Hermitian Toeplitz matrix reconstruction35
Disentangled feature fusion network for lightweight image super-resolution35
Multi-branch-feature fusion super-resolution network34
Reversible data hiding in JPEG images based on improved frequency selection and mapping strategy33
Fuzzy based self-similarity weight estimation in non-local means for gray-scale image de-noising33
An adaptive audio watermarking with frame-wise control parameter searching32
Multivariate complex modulation model decomposition and its application to gear fault diagnosis32
Less complexity-aware intelligent 1-dimensional CNN with weighted deep features for artifacts removal in EEG signals32
Necessary conditions for convergence of CNNs and initialization of convolution kernels32
Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter31
Class token and knowledge distillation for multi-head self-attention speaker verification systems31
Adaptive M-ary spread spectrum based dual-function detection and communication system31
Dual Flow Reverse Distillation for Unsupervised Anomaly Detection30
GLRT-based detection in bistatic sonar under strong direct blast with multipath propagation29
Time domain speech enhancement with CNN and time-attention transformer29
DISNet: A sequential learning framework to handle occlusion in human action recognition with video acquisition sensors28
Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications28
A cross-scale mixed attention network for smoke segmentation28
A multi-rate sensor fusion and multi-task learning network for concurrent fault diagnosis of hydraulic systems28
Template pool updating and feature combination object tracking28
COS-net: Bio-inspired color opponent and orientation selectivity network for edge detection28
Frequency estimation of multiple complex sinusoids using noise suppressing predictive FIR filter27
Neural network representations for the inter- and intra-class common vector classifiers27
Jammer avoidance for dual-function radar-communications using FSK and independent null steering27
Blind joint MIMO channel and data estimation based on regularized ML27
Editorial Board26
Editorial Board26
Reprint of: Sensing beyond itself: Multi-functional use of ubiquitous signals towards wearable applications26
A real-time autocovariance least-squares algorithm26
Proportionate RLS with l1 norm regularization: Performance analysis and fast implementation26
Examining the efficiency of D2D communication employing DF-enabled multiple relay systems amid co-channel interference25
A robust diffusion algorithm using logarithmic hyperbolic cosine cost function for channel estimation in wireless sensor network under impulsive noise environment25
Robustness enhancement in neural networks with alpha-stable training noise25
Semi-blind receivers based on a coupled nested Tucker-PARAFAC model for dual-polarized MIMO systems using combined TST and MSMKron codings25
Joint beam selection and power allocation in cognitive collocated MIMO radar for potential guidance application under oppressive jamming24
Beampattern synthesis with nulling for sub-arrayed MIMO radar under constant modulus constraints24
Joint design of antenna selection and transmit linear array beamformer for integrated radar and communications24
Envelope estimation using geometric properties of a discrete real signal23
Robust constrained cosine arctangent based adaptive filtering for feedback control in hearing aids23
Target detection with persymmetric subspace models for steering vector mismatches in MIMO radars23
An efficient nonlinear adaptive filter algorithm based on the rectified linear unit23
Multiscale feature-based robust secure diffusion estimation with noisy input over adversarial networks22
HFENet: Hybrid feature encoder network for detecting salient objects in RGB-thermal images22
Optimal synchronization with binary marker for segmented burst deletion errors22
Differential evolution VQE for crypto-currency arbitrage. Quantum optimization with many local minima22
Human vision-inspired detection for infrared small targets under scaly light background on sea surface22
A multi-directional fractional-order variation with luminance term for infrared and visible image fusion22
Generalized multi-scale image decomposition for new tone manipulation22
Projective exponential synchronization of space-time differencing fuzzy competitive neural networks with uncertainties21
On the performance of digital systems in α-F fading and non-Gaussian noise ch21
Real-valued sparse Bayesian learning algorithm for off-grid DOA estimation in the beamspace21
Geometric Algebra based 2D-DOA Estimation for Non-circular Signals with an Electromagnetic Vector Array20
Time-frequency DOA estimation of chirp signals based on multi-subarray20
Aggregating dense and attentional multi-scale feature network for salient object detection20
Generalized Newton methods for graph signal matrix completion20
Joint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection20
Spectrum-efficient mode selection and fair resource allocation for D2D-enabled uplink/downlink MC-NOMA networks20
Electronically controlled beam scanning leaky wave antenna DOA estimation method of coherent signal20
Beampattern synthesis for large-scale antenna array via accurate array response control20
Collaborative route optimization and resource management strategy for multi-target tracking in airborne radar system20
Multi-sensor random sample consensus for instantaneous frequency estimation of multi-component signals20
Attention enhanced residual network for automatic pulmonary tuberculosis detection on chest radiographs images20
An intelligent particle filter with resampling of multi-population cooperation20
An improved pre-processing approach for convex-geometry based blind source separation20
DOA and polarization estimation for compressed EMVS array with arbitrary sensor geometry19
Self-optimizing multi-domain auxiliary fusion deep complex convolution recurrent network for speech enhancement19
SD2SDFNet: A novel deep fusion network based on statistical denoising and dual-dimension self-attention model for power transformer hybrid-space fault prognosis19
Editorial Board19
Editorial Board19
Intelligent reflecting surface aided co-existing radar and communication system19
Spectral efficiency analysis of distributed millimeter wave massive MIMO system using spatial point processes19
A parallel rotator for FFT/IFFT applied in multi-carrier wireless communication systems19
Outage performance for full-duplex relaying satellite-terrestrial multi-antenna NOMA systems with imperfect SIC18
Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis18
GMF-GAN: Gradual multi-granularity semantic fusion GAN for text-to-image synthesis18
A novel differential chaos shift keying system based on joint time slot and code index of carrier phase modulation18
Unsupervised feature selection based on minimum-redundant subspace learning with self-weighted adaptive graph18
Sampling theorems for bandlimited functions in the two-dimensional LCT and the LCHT domains18
Task-driven joint dictionary learning model for multi-view human action recognition18
Towards goal-oriented semantic signal processing: Applications and future challenges17
DCFDA-MIMO: A dual coprime FDA-MIMO radar framework for target localization17
Enhancing the security of image steganography via multiple adversarial networks and channel attention modules17
Orbital-angular-momentum-based super-resolution ISAR imaging for maneuvering targets: Modeling and performance analysis17
Bearing-only 2D maneuvering target tracking using smart interacting multiple model filter17
Optimal stochastic gradient descent algorithm for filtering17
Infrared-visible image fusion method based on sparse and prior joint saliency detection and LatLRR-FPDE17
Distributed algorithms for scalable proximity operator computation and application to video denoising17
A fault diagnosis method based on convolutional sparse representation17
A novel aspect of automatic vlog content creation using generative modeling approaches17
Non-stationary random noise removal in ground-penetrating radar images by using self-guided filtering17
Parallel matching pursuit algorithm and analysis16
Micro LED defect detection with self-attention mechanism-based neural network16
Multi-order nearest neighbor prediction for recommendation systems16
Design of IIR full-band differentiators with improved nearly linear phase16
ALFusion: Adaptive fusion for infrared and visible images under complex lighting conditions16
Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability16
Sparse Bayesian learning based multi trajectory tracking algorithm for direction of arrival trajectory estimation16
An efficient non-negative least mean squares algorithm based on q-gradient for system identification16
Recursive state estimation for delayed complex networks with random link failures and stochastic inner coupling under cyber attacks15
Combine multi-order representation learning and frame optimization learning for skeleton-based action recognition15
A hierarchical Transformer network for smoke video recognition15
Contribution to historical manuscript dating: A hybrid approach employing hand-crafted features with vision transformers15
Reprint of: Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices15
Distributed variational Bayesian adaptive filtering for randomly delayed measurements and unknown noise statistics in multi-sensor networked systems15
Multimodal secure biometrics using attention efficient-net hash compression framework15
Comparative analysis of speaker identification performance using deep learning, machine learning, and novel subspace classifiers with multiple feature extraction techniques15
Mixture texture model with weighted generalized inverse Gaussian distribution for target detection15
Robust median consensus cubature Kalman filter for distributed sensor networks15
Time-varying signal recovery based on low rank and graph-time smoothness15
Generalized framework for the design of adaptive fractional-order masks for image denoising15
Super-resolution time delay estimation using exponential kernel correlation in impulsive noise and multipath environments15
MSFF-Net: Multi-scale feature fusing networks with dilated mixed convolution and cascaded parallel framework for sound event detection15
Local-global visual interaction attention for image captioning15
An attention mechanism network based on the winner-take-all15
ECFNet: Efficient cross-layer fusion network for real time RGB-Thermal urban scene parsing15
Bag of feature with discriminative module for non-rigid shape retrieval15
Rhythm-adaptive statistical estimation methods of probabilistic characteristics of cyclic random processes15
Design of a robust steerable differential beamformer with linear acoustic vector sensor arrays15
Continuous discrete minimum error entropy Kalman filter in non-Gaussian noises system15
Haplotype assembly using Riemannian trust-region method14
Optimizing FDLIA to realize high-speed and high-precision detection of multi-channel signals14
Quaternion optimized model with sparseness for color image recovery14
Performance analysis of subspace projection algorithm with respect to projection length for GNSS jamming mitigation14
Sub-Nyquist sampling of sparse and correlated signals in array processing14
Identification and distributed fusion filter for multi-sensor networked systems with stochastic deception attacks14
Editorial Board14
Dual-stream reinforcement network for few-shot image segmentation14
Debiased hybrid contrastive learning with hard negative mining for unsupervised person re-identification14
Graph regularized virtual label regression for unsupervised feature selection14
Sensor placement method for water distribution networks based on sampling of non-bandlimited graph signals14
Erratum to “A novel Bayesian image despeckling method using 2D CGARCH-M model in 2D dost framework” [Digit. Signal Process. 140 (2023) 104134]14
DCO-Net: Deformable convolution-based O-shape network for fully automated placenta segmentation14
Doppler resilient MIMO radar waveform design from zero correlation zone complementary sequence pairs14
Image interpolation by direct cross downsampling14
Near-field DOA estimation oriented sparse array design via symmetric augmentation of three ULAs14
Convolutional neural network optimization via channel reassessment attention module14
Simultaneous non-convex low rank regularization for fast magnetic resonance spectroscopy reconstruction13
Generalized convolution and product theorems associated with the free metaplectic transformation and their applications13
Efficient recurrent real video restoration13
Automatic thresholding method using single information entropy under product transformation of order difference filter response13
Joint beamforming with RIS assisted MU-MISO systems using HR-mobilenet and ASO algorithm13
Robust logarithmic hyperbolic cosine adaptive filtering over graph signals13
Geometric consistent fuzzy cluster ensemble with membership reconstruction for image segmentation13
Multiple extended target tracking based on gamma box particle and labeled random finite sets13
Unsupervised monocular visual odometry with decoupled camera pose estimation13
Dual-branch network based on transformer for texture recognition13
Enhancing the prediction of protein coding regions in biological sequence via a deep learning framework with hybrid encoding13
Video background extraction and moving object detection via conceptual beamforming algorithms13
A novel parameter estimation for hyperbolic frequency modulated signals using group delay13
Multi-agent deep reinforcement learning for collaborative task offloading in mobile edge computing networks13
A modified PUMA/EPUMA for direction-of-arrival estimation of coherent sources13
Addressing preprocessing for spectrum sensing using image processing13
Cell-free ISAC massive MIMO systems with capacity-constrained fronthaul links13
Direction of arrival correction through speech quality feedback13
Graph signal reconstruction based on spatio-temporal features learning13
Blind light field image quality assessment by analyzing angular-spatial characteristics13
Gridless sparse recovery STAP algorithm with array amplitude-phase errors for non-uniform linear array13
Transmit beampattern design for FDA-MIMO radar using complex manifold optimization12
Development of variable 2D FIR filter structures using farrow approximation and row-wise polyphase decomposition12
Downlink beamforming design for mobile users in massive MIMO system12
Design of nonlinear phase prototype filter based on coefficients symmetry for UFMC communication system12
Editorial Board12
Stochastic reaction and diffusion systems in molecular communications: Recent results and open problems12
Fault identification of rolling bearing with variable speed based on generalized broadband mode decomposition and distance evaluation technique12
Robust sparse reconstruction of signals with gapped missing samples from multi-sensor recordings12
Optimized hybrid routing protocol for energy-aware cluster head selection in wireless sensor networks12
Low complexity blind detection in OFDM systems with phase noise12
Maximum average entropy-based quantization of local observations for distributed detection12
ADCV: Unsupervised depth completion employing adaptive depth-based cost volume12
On the performance of power-sensing RIS-SM: Effects of improper Gaussian noise and Nakagami-m fading channel12
MCAFNet: Multiscale cross-modality adaptive fusion network for multispectral object detection12
Drift suppression method based on signal stability detection and adaptive Kalman filter for NMR sensor12
Design of a novel low-latency parameterizable posit adder/subtractor using leading one predictor in FPGA12
Methods of periodically non-stationary random processes for vibrations monitoring of rolling bearing with damaged outer race12
A beamspace maximum likelihood algorithm for target height estimation for a bistatic MIMO radar12
A novel PAPR reduction method for hybrid beamforming transmitter12
Blind separation of sparse sources from nonlinear mixtures12
Position error vs. signal measurements: An analysis towards lower error bound in sensor network12
Weighted 1D-local binary pattern features and Taylor-Henry gas solubility optimization based Deep Maxout network for discovering epileptic seizure using EEG12
S2VSNet: Single stage V-shaped network for image deraining & dehazing11
Intelligent fault diagnosis method of common rail injector based on composite hierarchical dispersion entropy and improved least squares support vector machine11
Fast distance and velocity estimation in parameter agility radar using CM-CS-OMP and CM-MUSIC methods11
Outlier-robust tri-percentile parameter estimation of compound-Gaussian clutter with lognormal distributed texture11
Infrared small target detection via contrast-enhanced dual-branch network11
DESSB-TRNG: A novel true random number generator using data encryption standard substitution box as post-processing11
Physical layer security for indoor GSM VLC11
YOLO-PL: Helmet wearing detection algorithm based on improved YOLOv411
QR code beautification by instance segmentation (IS-QR)11
Proportionate recursive maximum correntropy criterion adaptive filtering algorithms and their performance analysis11
Large-scale graph signal denoising: A heuristic approach11
WaveFrSnow: Comprehensive perception wavelet transform frequency separation transformer for image snow removal11
On the diffusion NLMS algorithm applied to adaptive networks: Stochastic modeling and performance comparisons11
A novel monostatic MIMO array design strategy and signal reconstruction algorithm for sensor failure11
IVOMFuse: An image fusion method based on infrared-to-visible object mapping11
LEFPD-Net: Lightweight and efficient feature point detection network11
Efficient self-calibrated and hierarchical refinement network for lightweight super-resolution11
A noncoherent chaotic communication system with multidimensional index modulation based on cyclic permutation grouping11
A graph signal processing approach to Fourier-like number-theoretic transforms11
Graph total variation and low-rank regularization for heterogeneous change detection11
A review of the application of staircase scene recognition system in assisted motion11
Diffusion random Fourier adaptive filtering algorithm based on logistic distance metric for distributed estimation11
Achievable rate analysis of a generalized uplink asynchronous non-orthogonal multiple access with MSK-type signals11
Interval-based screening to improve the visual quality of meaningful shared images11
MAM Faster R-CNN: Improved Faster R-CNN based on Malformed Attention Module for object detection on X-ray security inspection11
Quantized kernel recursive q-Rényi-like algorithm11
Quasi-maximum likelihood-based estimator of the hyperbolic frequency modulated signals11
Robust adaptive beamforming via quasi-signal subspace estimation for covariance matrix reconstruction11
Robust sparse Bayesian learning based on the Bernoulli-Gaussian model of impulsive noise11
Global semantic-guided graph attention network for Siamese tracking with ranking loss11
Multi-scale transformer with conditioned prompt for image deraining11
Edge-aware pre and post-processing for JPEG images using deep learning architectures11
Radar detection in the moments space with constant false alarm rate10
Autoencoder-guided GAN for minority-class cloth-changing gait data generation10
Editorial Board10
Application of hash function for generation of modulation data in RadCom system10
Outage analysis for user selection based downlink cooperative NOMA network over generalized fading channels10
A sequential MUSIC algorithm for scatterers detection in SAR tomography enhanced by a robust covariance estimator10
Multi-Normal-Inverse Wishart mixture distribution based nonlinear filter with applications10
A general framework for hepatic iron overload quantification using MRI10
Controllable facial attribute editing via Gaussian mixture model disentanglement10
Non orthogonal multiple access with solar energy harvesting10
Backward movement oriented shark smell optimization-based audio steganography using encryption and compression strategies10
0.17811608314514