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IEEE Transactions on Signal Processing

Short Title: IEEE Trans. Signal Process.
Publisher: Institute of Electrical and Electronics Engineers (IEEE), New York, NY
ISSN: 1053-587X
Online: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=78
Predecessor: IEEE Transactions on Acoustics, Speech, and Signal Processing
Documents Indexed: 9,760 Publications (since 1991)
References Indexed: 9 Publications with 131 References.
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Latest Issues

69 (2021)
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67, No. 24 (2019)
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63, No. 24 (2015)
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...and 289 more Volumes
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Authors

111 Giannakis, Georgios B.
100 Eldar, Yonina Chana
95 Poor, Harold Vincent
75 Lau, Vincent K. N.
72 Sayed, Ali H.
71 Palomar, Daniel Pérez
70 Varshney, Pramod K.
68 Sidiropoulos, Nicholas D.
66 Nehorai, Arye
66 Vaidyanathan, Palghat P.
60 Stoica, Petre Gheorghe
59 Li, Jian
55 So, Hing-Cheung
54 Ribeiro, Alejandro R.
53 Ottersten, Björn E.
49 De Maio, Antonio
48 Willett, Peter K.
46 Leus, Geert
46 Moura, José M. F.
46 Wang, Xiaodong
45 Hero, Alfred O. III
44 Boche, Holger
44 Zoubir, Abdelhak M.
42 Gershman, Alex B.
42 Li, Hongbin
42 Rao, Bhaskar D.
40 Luo, Zhi-Quan
40 Moonen, Marc S.
40 Unser, Michael A.
39 Heath, Robert W. jun.
39 Krishnamurthy, Vikram
39 Vorobyov, Sergiy A.
38 Ma, Wing-Kin
38 Pei, Soochang
38 Vo, Ba-Ngu
37 Swindlehurst, Arnold Lee
36 Liu, An
35 Besson, Olivier
35 Scharf, Louis L.
34 Tong, Lang
34 Xie, Lihua
33 Orlando, Danilo
32 Koivunen, Visa
32 Shahbazpanahi, Shahram
32 Utschick, Wolfgang
32 Xia, Xianggen
31 Vetterli, Martin
30 Blum, Rick S.
30 Ricci, Giuseppe
30 Schniter, Philip
29 Marano, Stefano
29 Petropulu, Athina P.
29 Vandendorpe, Luc
29 Wu, Yik-Chung
28 Tourneret, Jean-Yves
28 van der Schaar, Mihaela
27 Amin, Moeness G.
27 Chang, Tsung-Hui
27 Hassibi, Babak
27 Jorswieck, Eduard Axel
26 Blu, Thierry
26 Ding, Zhi
26 Fu, Xiao
26 Hua, Yingbo
26 Murthy, Chandra Ramabhadra
26 Selesnick, Ivan W.
26 Tugnait, Jitendra K.
26 Vo, Ba-Tuong
26 Weiss, Anthony J.
25 Davidson, Timothy N.
25 Mandic, Danilo P.
24 Abramovich, Yuri I.
24 Adali, Tülay
24 Barbarossa, Sergio
24 Djurić, Petar M.
24 Farina, Alfonso
24 Friedlander, Benjamin
24 Liu, K. J. Ray
24 Walden, Andrew T.
24 Wiesel, Ami
23 Babu, Prabhu
23 Bershad, Neil J.
23 Dougherty, Edward R.
23 Haardt, Martin
23 Liu, Jun
23 Matta, Vincenzo
22 Chi, Chong-Yung
22 Hlawatsch, Franz
22 Hong, Mingyi
22 Huang, Lei
22 Kozat, Suleyman Serdar
22 Mestre, Xavier
22 Mitra, Urbashi
22 Pesavento, Marius
22 Teo, Kok Lay
22 Tuan, Hoang Duong
22 Xing, Chengwen
21 Aubry, Augusto
21 Bermudez, José Carlos Moreira
21 De Lathauwer, Lieven
...and 11,039 more Authors
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Fields

8,682 Information and communication theory, circuits (94-XX)
1,301 Statistics (62-XX)
823 Systems theory; control (93-XX)
584 Operations research, mathematical programming (90-XX)
505 Numerical analysis (65-XX)
336 Computer science (68-XX)
233 Probability theory and stochastic processes (60-XX)
231 Harmonic analysis on Euclidean spaces (42-XX)
129 Linear and multilinear algebra; matrix theory (15-XX)
89 Biology and other natural sciences (92-XX)
85 Optics, electromagnetic theory (78-XX)
82 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
71 Combinatorics (05-XX)
46 Approximations and expansions (41-XX)
29 Integral transforms, operational calculus (44-XX)
24 Special functions (33-XX)
20 Quantum theory (81-XX)
18 Number theory (11-XX)
14 Dynamical systems and ergodic theory (37-XX)
13 Calculus of variations and optimal control; optimization (49-XX)
8 Real functions (26-XX)
8 Functions of a complex variable (30-XX)
8 Operator theory (47-XX)
8 Convex and discrete geometry (52-XX)
8 Fluid mechanics (76-XX)
7 Ordinary differential equations (34-XX)
7 Functional analysis (46-XX)
7 Astronomy and astrophysics (85-XX)
6 Field theory and polynomials (12-XX)
6 Partial differential equations (35-XX)
6 Difference and functional equations (39-XX)
5 Group theory and generalizations (20-XX)
5 Measure and integration (28-XX)
5 Integral equations (45-XX)
5 Geometry (51-XX)
5 Geophysics (86-XX)
4 Abstract harmonic analysis (43-XX)
4 Statistical mechanics, structure of matter (82-XX)
2 General and overarching topics; collections (00-XX)
2 Commutative algebra (13-XX)
2 Topological groups, Lie groups (22-XX)
2 Potential theory (31-XX)
2 Differential geometry (53-XX)
1 Algebraic geometry (14-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Sequences, series, summability (40-XX)

Publications by Year

Citations contained in zbMATH Open

4,626 Publications have been cited 22,552 times in 12,504 Documents Cited by Year
Matching pursuits with time-frequency dictionaries. Zbl 0842.94004
Mallat, Stéphane G.; Zhang, Zhifeng
403
1993
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
252
2009
K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040
Aharon, M.; Elad, M.; Bruckstein, A.
225
2006
Robust \(H_{\infty}\) filtering for stochastic time-delay systems with missing measurements. Zbl 1373.94729
Wang, Zidong; Yang, Fuwen; Ho, D. W. C.; Liu, Xiaohui
147
2006
A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93175
Gao, Huijun; Wang, Changhong
135
2004
Robust \(\mathcal H_{\infty}\) filtering for Markovian jump systems with randomly occurring nonlinearities and sensor saturation: the finite-horizon case. Zbl 1391.93234
Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun
101
2011
Embedded image coding using zerotrees of wavelet coefficients. Zbl 0841.94020
Shapiro, Jerome M.
90
1993
Robust \(H_{\infty}\) filtering for a class of nonlinear networked systems with multiple stochastic communication delays and packet dropouts. Zbl 1392.94183
Dong, Hongli; Wang, Zidong; Gao, Huijun
86
2010
New approach to mixed \(\mathcal H_2/\mathcal H_\infty\) filtering for polytopic discrete-time systems. Zbl 1370.93274
Gao, Huijun; Lam, James; Xie, Lihua; Wang, Changhong
83
2005
Sampling signals with finite rate of innovation. Zbl 1369.94309
Vetterli, Martin; Marziliano, Pina; Blu, Thierry
81
2002
Robust \(H_{\infty}\) filtering for nonlinear stochastic systems. Zbl 1370.93293
Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi
77
2005
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
72
2002
Robust \(H_{\infty}\) filter design of uncertain descriptor systems with discrete and distributed delays. Zbl 1370.93111
Yue, Dong; Han, Qing-Long
71
2004
Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos
70
2017
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
69
2007
Distributed filtering for a class of time-varying systems over sensor networks with quantization errors and successive packet dropouts. Zbl 1391.93232
Dong, Hongli; Wang, Zidong; Gao, Huijun
69
2012
Distributed consensus algorithms in sensor networks with imperfect communication: link failures and channel noise. Zbl 1391.94263
Kar, Soummya; Moura, José M. F.
65
2009
Nonfragile \(H_{\infty}\) filtering of continuous-time fuzzy systems. Zbl 1391.93134
Chang, Xiao-Heng; Yang, Guang-Hong
65
2011
Block-sparse signals: uncertainty relations and efficient recovery. Zbl 1392.94195
Eldar, Yonina C.; Kuppinger, Patrick; Bölcskei, Helmut
63
2010
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
62
2005
Online learning with kernels. Zbl 1369.68281
Kivinen, Jyrki; Smola, Alexander J.; Williamson, Robert C.
60
2004
Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489
Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane
60
2009
A block-iterative surrogate constraint splitting method for quadratic signal recovery. Zbl 1369.94121
Combettes, Patrick L.
59
2003
Optimal linear filtering under parameter uncertainty. Zbl 0988.93082
Geromel, José C.
58
1999
High-resolution radar via compressed sensing. Zbl 1391.94236
Herman, Matthew A.; Strohmer, Thomas
58
2009
Wavelets and filter banks: Theory and design. Zbl 0825.94059
Vetterli, Martin; Herley, Cormac
57
1992
Robust \(\mathcal H_{\infty}\) filter design for uncertain linear systems with multiple time-varying state delays. Zbl 1369.93667
de Souza, Carlos E.; Palhares, Reinaldo Martinez; Peres, Pedro Luis Dias
56
2001
Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123
Cotter, Shane F.; Rao, Bhaskar D.; Engan, Kjersti; Kreutz-Delgado, Kenneth
54
2005
Shifting inequality and recovery of sparse signals. Zbl 1392.94117
Cai, T. Tony; Wang, Lie; Xu, Guangwu
54
2010
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
54
2009
B-spline signal processing. I: Theory. Zbl 0825.94086
Unser, Michael; Aldroubi, Akram; Eden, Murray
54
1993
Optimization algorithms exploiting unitary constraints. Zbl 1369.90169
Manton, Jonathan H.
52
2002
Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262
Unser, Michael; Blu, Thierry
51
2005
Bayesian compressive sensing. Zbl 1390.94231
Ji, Shihao; Xue, Ya; Carin, Lawrence
51
2008
On the linear convergence of the ADMM in decentralized consensus optimization. Zbl 1394.94532
Shi, Wei; Ling, Qing; Yuan, Kun; Wu, Gang; Yin, Wotao
51
2014
Variational mode decomposition. Zbl 1394.94163
Dragomiretskiy, Konstantin; Zosso, Dominique
50
2014
Variance-constrained \(\mathcal H_{\infty}\) filtering for a class of nonlinear time-varying systems with multiple missing measurements: the finite-horizon case. Zbl 1391.93233
Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun
49
2010
Gain-constrained recursive filtering with stochastic nonlinearities and probabilistic sensor delays. Zbl 1393.94261
Hu, Jun; Wang, Zidong; Shen, Bo; Gao, Huijun
49
2013
Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix. Zbl 1391.94598
Dragotti, Pier Luigi; Vetterli, Martin; Blu, Thierry
47
2007
Efficient implementation of quaternion Fourier transform convolution, and correlation by 2-D complex FFT. Zbl 1369.65190
Pei, Soo-Chang; Ding, Jian-Jiun; Chang, Ja-Han
47
2001
Reduced-order \(H_{\infty}\) filtering for stochastic systems. Zbl 1369.94325
Xu, Shengyuan; Chen, Tongwen
47
2002
The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053
Shensa, Mark J.
46
1992
Robust \(\mathcal H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93641
Martinez Palhares, Reinaldo; de Souza, Carlos E.; Peres, Pedro Luis Dias
46
2001
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
45
2015
Using iterated function systems to model discrete sequences. Zbl 0753.58015
Mazel, David S.; Hayes, Monson H.
44
1992
On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402
Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak
44
2009
Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223
Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R.
44
2010
The monogenic signal. Zbl 1369.94139
Felsberg, Michael; Sommer, Gerald
43
2001
Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048
Fessler, Jeffrey A.; Sutton, Bradley P.
43
2003
Distributing the Kalman filter for large-scale systems. Zbl 1390.94242
Khan, Usman A.; Moura, José M. F.
42
2008
Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544
Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing
42
2011
Exact tensor completion using t-SVD. Zbl 1414.94741
Zhang, Zemin; Aeron, Shuchin
42
2017
ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems. Zbl 1369.94238
Neelamani, Ramesh; Choi, Hyeokho; Baraniuk, Richard
41
2004
The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011
Janssen, Augustus J. E. M.
41
1993
Fixed-order robust \(\_{\infty}\) filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736
Xiong, Junlin; Lam, J.
41
2006
Hypercomplex signals – a novel extension of the analytic signal to the multidimensional case. Zbl 1369.94099
Bülow, Thomas; Sommer, Gerald
40
2001
Consensus in ad hoc WSNs with noisy links. I: Distributed estimation of deterministic signals. Zbl 1390.94395
Schizas, Ioannis D.; Ribeiro, Alejandro; Giannakis, Georgios B.
40
2008
A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain distributed delay systems. Zbl 1370.93109
Xu, Shengyuan; Lam, James; Chen, Tongwen; Zou, Yun
39
2005
Diffusion LMS strategies for distributed estimation. Zbl 1392.94123
Cattivelli, Federico S.; Sayed, Ali H.
39
2010
Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269
Kar, Soummya; Moura, José M. F.
39
2010
The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261
Took, Clive Cheong; Mandic, Danilo P.
39
2009
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
39
2011
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
38
2019
Hypercomplex correlation techniques for vector images. Zbl 1369.94032
Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A.
38
2003
An improved delay-dependent \(H_{\infty}\) filtering of linear neutral systems. Zbl 1369.93623
Fridman, Emilia; Shaked, Uri
38
2004
Sparse Bayesian learning for basis selection. Zbl 1369.94318
Wipf, David P.; Rao, Bhaskar D.
38
2004
Structured compressed sensing: from theory to applications. Zbl 1392.94188
Duarte, Marco F.; Eldar, Yonina C.
38
2011
Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569
Ding, Feng; Shi, Yang; Chen, Tongwen
38
2006
GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522
Shechtman, Yoav; Beck, Amir; Eldar, Yonina C.
37
2014
Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227
Hesse, Robert; Luke, D. Russell; Neumann, Patrick
37
2014
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278
Costa, Jose A.; Hero, Alfred O.
36
2004
One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382
Rilling, Gabriel; Flandrin, Patrick
36
2008
Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283
Lopes, Cassio G.; Sayed, Ali H.
36
2008
Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079
Bhaskar, Badri Narayan; Tang, Gongguo; Recht, Benjamin
36
2013
Network-based robust \(H_{\infty}\) filtering for uncertain linear systems. Zbl 1373.93111
Yue, D.; Han, Q.-l.
36
2006
Induced \(l_2\) and generalized \(H_2\) filtering for systems with repeated scalar nonlinearities. Zbl 1370.94125
Gao, Huijun; Lam, James; Wang, Changhong
35
2005
\(H_\infty\) filtering of 2-D discrete systems. Zbl 0996.93089
Du, Chunling; Xie, Lihua; Soh, Yeng Chai
35
2000
A theory for sampling signals from a union of subspaces. Zbl 1390.94656
Lu, Yue M.; Do, Minh N.
35
2008
Unbiased risk estimates for singular value thresholding and spectral estimators. Zbl 1393.94187
Candès, Emmanuel J.; Sing-Long, Carlos A.; Trzasko, Joshua D.
35
2013
State/noise estimator for descriptor systems with application to sensor fault diagnosis. Zbl 1373.94594
Gao, Zhiwei; Ho, D. W. C.
35
2006
Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051
Chen, Jie; Huo, Xiaoming
35
2006
An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287
Shinde, Sudarshan; Gadre, Vikram M.
34
2001
Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383
Yılmaz, Özgür; Rickard, Scott
34
2004
The discrete fractional Fourier transform. Zbl 1011.65102
Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M.
34
2000
Distributed average consensus with dithered quantization. Zbl 1390.94083
Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G.
34
2008
Adaptive Kalman filtering in networked systems with random sensor delays, multiple packet dropouts and missing measurements. Zbl 1391.93252
Moayedi, Maryam; Foo, Yung K.; Soh, Yeng C.
34
2010
High-order balanced multiwavelets: theory, factorization, and design. Zbl 1369.42031
Lebrun, Jérôme; Vetterli, Martin
33
2001
An affine scaling methodology for best basis selection. Zbl 0984.94010
Rao, Bhaskar D.; Kreutz-Delgado, Kenneth
33
1999
Event-based \(H_{\infty}\) filter design for a class of nonlinear time-varying systems with fading channels and multiplicative noises. Zbl 1394.94160
Dong, Hongli; Wang, Zidong; Ding, Steven X.; Gao, Huijun
33
2015
Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416
Slavakis, Konstantinos; Yamada, Isao
33
2007
A fast approach for overcomplete sparse decomposition based on smoothed \(\ell^0\) norm. Zbl 1391.94325
Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian
33
2009
Quaternion-MUSIC for vector-sensor array processing. Zbl 1373.94667
Miron, S.; Le Bihan, N.; Mars, J. I.
33
2006
Relations between fractional operations and time-frequency distributions, and their applications. Zbl 1369.94258
Pei, Soo-Chang; Ding, Jian-Jiun
32
2001
A new \(H_{\infty}\) filter design for linear time delay systems. Zbl 1369.93622
Fridman, E.; Shaked, Uri
32
2001
Numerical evaluation of the Lambert \(W\) function and application to generation of generalized Gaussian noise with exponent \(1/2\). Zbl 1369.33022
Chapeau-Blondeau, François; Monir, Abdelilah
32
2002
Optimized projections for compressed sensing. Zbl 1390.94168
Elad, Michael
32
2007
A new fault detection scheme for networked control systems subject to uncertain time-varying delay. Zbl 1390.94584
Wang, Yongqiang; Ding, Steven X.; Ye, Hao; Wang, Guizeng
32
2008
Gaussian particle filtering. Zbl 1369.94195
Kotecha, Jayesh H.; Djurić, Petar M.
31
2003
The kernel recursive least-squares algorithm. Zbl 1369.68280
Engel, Yaakov; Mannor, Shie; Meir, Ron
31
2004
\(QR\) factoring to compute the GCD of univariate approximate polynomials. Zbl 1372.65120
Corless, Robert M.; Watt, Stephen M.; Zhi, Lihong
31
2004
Fixed point strategies in data science. Zbl 07591599
Combettes, Patrick L.; Pesquet, Jean-Christophe
4
2021
Distributed algorithms for composite optimization: unified framework and convergence analysis. Zbl 07591576
Xu, Jinming; Tian, Ye; Sun, Ying; Scutari, Gesualdo
3
2021
Decomposing non-stationary signals with time-varying wave-shape functions. Zbl 07591685
Colominas, Marcelo A.; Wu, Hau-Tieng
3
2021
Graphon filters: graph signal processing in the limit. Zbl 07591450
Morency, Matthew W.; Leus, Geert
2
2021
Statistical inference for the expected utility portfolio in high dimensions. Zbl 07591325
Bodnar, Taras; Dmytriv, Solomiia; Okhrin, Yarema; Parolya, Nestor; Schmid, Wolfgang
1
2021
Protocol-based tobit Kalman filter under integral measurements and probabilistic sensor failures. Zbl 07591363
Geng, Hang; Wang, Zidong; Zou, Lei; Mousavi, Alireza; Cheng, Yuhua
1
2021
Multiuser full-duplex two-way communications via intelligent reflecting surface. Zbl 07591385
Peng, Zhangjie; Zhang, Zhenkun; Pan, Cunhua; Li, Li; Swindlehurst, A. Lee
1
2021
Solving high-order portfolios via successive convex approximation algorithms. Zbl 07591389
Zhou, Rui; Palomar, Daniel P.
1
2021
Minimum-degree distributed graph filter design. Zbl 07591403
Ding, Kemi; Wu, Junfeng; Xie, Lihua
1
2021
Gridless DOA estimation and root-MUSIC for non-uniform linear arrays. Zbl 07591478
Wagner, Mark; Park, Yongsung; Gerstoft, Peter
1
2021
Bias-compensated sign algorithm for noisy inputs and its step-size optimization. Zbl 07591489
Ni, Jingen; Gao, Ye; Chen, Xu; Chen, Jie
1
2021
The benefits of acting locally: reconstruction algorithms for sparse in levels signals with stable and robust recovery guarantees. Zbl 07591548
Adcock, Ben; Brugiapaglia, Simone; King-Roskamp, Matthew
1
2021
Graph unrolling networks: interpretable neural networks for graph signal denoising. Zbl 07591586
Chen, Siheng; Eldar, Yonina C.; Zhao, Lingxiao
1
2021
On the convergence of nested decentralized gradient methods with multiple consensus and gradient steps. Zbl 07591619
Berahas, Albert S.; Bollapragada, Raghu; Wei, Ermin
1
2021
Manifold proximal point algorithms for dual principal component pursuit and orthogonal dictionary learning. Zbl 07591661
Chen, Shixiang; Deng, Zengde; Ma, Shiqian; So, Anthony Man-Cho
1
2021
Linearized ADMM converges to second-order stationary points for non-convex problems. Zbl 07591668
Lu, Songtao; Lee, Jason D.; Razaviyayn, Meisam; Hong, Mingyi
1
2021
Graphon signal processing. Zbl 07591676
Ruiz, Luana; Chamon, Luiz F. O.; Ribeiro, Alejandro
1
2021
Augmented covariance matrix reconstruction for DOA estimation using difference coarray. Zbl 07591703
Zheng, Zhi; Huang, Yixiao; Wang, Wen-Qin; So, Hing Cheung
1
2021
Inexact block coordinate descent algorithms for nonsmooth nonconvex optimization. Zbl 07590801
Yang, Yang; Pesavento, Marius; Luo, Zhi-Quan; Ottersten, Björn
2
2020
Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885
Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun
2
2020
Distributed dual gradient tracking for resource allocation in unbalanced networks. Zbl 07590886
Zhang, Jiaqi; You, Keyou; Cai, Kai
2
2020
A generalized accelerated composite gradient method: uniting Nesterov’s fast gradient method and FISTA. Zbl 07590946
Florea, Mihai I.; Vorobyov, Sergiy A.
2
2020
Frequency-domain prony method for autoregressive model identification and sinusoidal parameter estimation. Zbl 07590977
Ando, Shigeru
2
2020
Reliable recovery of hierarchically sparse signals for Gaussian and Kronecker product measurements. Zbl 07591015
Roth, Ingo; Kliesch, Martin; Flinth, Axel; Wunder, Gerhard; Eisert, Jens
2
2020
Blind over-the-air computation and data fusion via provable Wirtinger flow. Zbl 07590814
Dong, Jialin; Shi, Yuanming; Ding, Zhi
1
2020
Sensing matrix design and sparse recovery on the sphere and the rotation group. Zbl 07590834
Bangun, Arya; Behboodi, Arash; Mathar, Rudolf
1
2020
Machine learning at the wireless edge: distributed stochastic gradient descent over-the-air. Zbl 07590884
Amiri, Mohammad Mohammadi; Gündüz, Deniz
1
2020
Majorize-minimize adapted Metropolis-Hastings algorithm. Zbl 07590898
Marnissi, Yosra; Chouzenoux, Emilie; Benazza-Benyahia, Amel; Pesquet, Jean-Christophe
1
2020
Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 07590919
Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei
1
2020
On analog gradient descent learning over multiple access fading channels. Zbl 07590936
Sery, Tomer; Cohen, Kobi
1
2020
Tracking multiple maneuvering targets hidden in the DBZ based on the MM-GLMB filter. Zbl 07590937
Wu, Weihua; Sun, Hemin; Cai, Yichao; Jiang, Surong; Xiong, Jiajun
1
2020
A MIMO version of the Reed-Yu detector and its connection to the Wilks lambda and hotelling \(T^2\) statistics. Zbl 07590938
Butler, Ronald W.; Pakrooh, Pooria; Scharf, Louis L.
1
2020
Topological signal processing over simplicial complexes. Zbl 07590943
Barbarossa, Sergio; Sardellitti, Stefania
1
2020
Guaranteed recovery of one-hidden-layer neural networks via cross entropy. Zbl 07590960
Fu, Haoyu; Chi, Yuejie; Liang, Yingbin
1
2020
Blind audio source separation with minimum-volume beta-divergence NMF. Zbl 07590972
Leplat, Valentin; Gillis, Nicolas; Ang, Andersen M. S.
1
2020
Improved most likely heteroscedastic Gaussian process regression via Bayesian residual moment estimator. Zbl 07590976
Zhang, Qiu-Hu; Ni, Yi-Qing
1
2020
Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications. Zbl 07590992
Lu, Songtao; Tsaknakis, Ioannis; Hong, Mingyi; Chen, Yongxin
1
2020
Denial-of-service attacks on communication systems: detectability and jammer knowledge. Zbl 07590997
Boche, Holger; Schaefer, Rafael F.; Poor, H. Vincent
1
2020
Random access communication for wireless control systems with energy harvesting sensors. Zbl 07591012
Calvo-Fullana, Miguel; Antón-Haro, Carles; Matamoros, Javier; Ribeiro, Alejandro
1
2020
Differential private noise adding mechanism and its application on consensus algorithm. Zbl 07591020
He, Jianping; Cai, Lin; Guan, Xinping
1
2020
A simple derivation of AMP and its state evolution via first-order cancellation. Zbl 07591035
Schniter, Philip
1
2020
Extended object tracking using random matrix with skewness. Zbl 07591092
Zhang, Le; Lan, Jian
1
2020
Quaternion-based bilinear factor matrix norm minimization for color image inpainting. Zbl 07591128
Miao, Jifei; Kou, Kit Ian
1
2020
Stability properties of graph neural networks. Zbl 07591132
Gama, Fernando; Bruna, Joan; Ribeiro, Alejandro
1
2020
Fast optimization with zeroth-order feedback in distributed, multi-user MIMO systems. Zbl 07591163
Bilenne, Olivier; Mertikopoulos, Panayotis; Belmega, Elena Veronica
1
2020
Best pair formulation & accelerated scheme for non-convex principal component pursuit. Zbl 07591166
Dutta, Aritra; Hanzely, Filip; Liang, Jingwei; Richtárik, Peter
1
2020
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
38
2019
A framework of adaptive multiscale wavelet decomposition for signals on undirected graphs. Zbl 1458.94160
Zheng, Xianwei; Tang, Yuan Yan; Zhou, Jiantao
14
2019
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. Zbl 07123375
Li, Zhi; Shi, Wei; Yan, Ming
11
2019
Optimal spectral initialization for signal recovery with applications to phase retrieval. Zbl 1458.94111
Luo, Wangyu; Alghamdi, Wael; Lu, Yue M.
7
2019
Secure state estimation against integrity attacks: a Gaussian mixture model approach. Zbl 1414.62349
Guo, Ziyang; Shi, Dawei; Quevedo, Daniel E.; Shi, Ling
7
2019
A novel robust Gaussian-Student’s \(t\) mixture distribution based Kalman filter. Zbl 07123311
Huang, Yulong; Zhang, Yonggang; Zhao, Yuxin; Chambers, Jonathon A.
6
2019
Noise benefits in combined nonlinear Bayesian estimators. Zbl 07123384
Duan, Fabing; Pan, Yan; Chapeau-Blondeau, François; Abbott, Derek
6
2019
Hybrid-spline dictionaries for continuous-domain inverse problems. Zbl 07123517
Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
6
2019
Greedy kernel change-point detection. Zbl 07160286
Truong, Charles; Oudre, Laurent; Vayatis, Nicolas
6
2019
Online primal-dual methods with measurement feedback for time-varying convex optimization. Zbl 1458.90508
Bernstein, Andrey; Dall’anese, Emiliano; Simonetto, Andrea
6
2019
Learning ReLU networks on linearly separable data: algorithm, optimality, and generalization. Zbl 1458.68185
Wang, Gang; Giannakis, Georgios B.; Chen, Jie
5
2019
DeepLOB: deep convolutional neural networks for limit order books. Zbl 07123269
Zhang, Zihao; Zohren, Stefan; Roberts, Stephen
5
2019
Tests for the weights of the global minimum variance portfolio in a high-dimensional setting. Zbl 07123374
Bodnar, Taras; Dmytriv, Solomiia; Parolya, Nestor; Schmid, Wolfgang
5
2019
Exact diffusion for distributed optimization and learning. I: Algorithm development. Zbl 1414.90277
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
5
2019
Exact diffusion for distributed optimization and learning. II: Convergence analysis. Zbl 1414.90278
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
5
2019
Low rank and structured modeling of high-dimensional vector autoregressions. Zbl 1415.94051
Basu, Sumanta; Li, Xianqi; Michailidis, George
5
2019
Characterization of analytic wavelet transforms and a new phaseless reconstruction algorithm. Zbl 07123333
Holighaus, Nicki; Koliander, Günther; Průša, Zdeněk; Abreu, Luis Daniel
4
2019
Nonsubsampled graph filter banks: theory and distributed algorithms. Zbl 07123336
Jiang, Junzheng; Cheng, Cheng; Sun, Qiyu
4
2019
Parallel transport on the cone manifold of SPD matrices for domain adaptation. Zbl 1458.65051
Yair, Or; Ben-Chen, Mirela; Talmon, Ronen
4
2019
Variance-reduced stochastic learning by networked agents under random reshuffling. Zbl 1414.93023
Yuan, Kun; Ying, Bicheng; Liu, Jiageng; Sayed, Ali H.
4
2019
Sampling and reconstruction of multiple-input multiple-output channels. Zbl 1415.94371
Lee, Dae Gwan; Pfander, Götz E.; Pohl, Volker
4
2019
Online learning with inexact proximal online gradient descent algorithms. Zbl 1414.90282
Dixit, Rishabh; Bedi, Amrit Singh; Tripathi, Ruchi; Rajawat, Ketan
4
2019
Split-and-augmented Gibbs sampler – application to large-scale inference problems. Zbl 1415.94375
Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre
4
2019
Eigendecomposition-free sampling set selection for graph signals. Zbl 1458.94123
Sakiyama, Akie; Tanaka, Yuichi; Tanaka, Toshihisa; Ortega, Antonio
3
2019
Geometric-algebra adaptive filters. Zbl 07123314
Bezerra Lopes, Wilder; Guimaraes Lopes, Cassio
3
2019
MMSE approximation for sparse coding algorithms using stochastic resonance. Zbl 07123383
Simon, Dror; Sulam, Jeremias; Romano, Yaniv; Lu, Yue M.; Elad, Michael
3
2019
Super resolution phase retrieval for sparse signals. Zbl 07123401
Baechler, Gilles; Kreković, Miranda; Ranieri, Juri; Chebira, Amina; Lu, Yue M.; Vetterli, Martin
3
2019
An exact quantized decentralized gradient descent algorithm. Zbl 07123407
Reisizadeh, Amirhossein; Mokhtari, Aryan; Hassani, Hamed; Pedarsani, Ramtin
3
2019
A novel Kullback-Leibler divergence minimization-based adaptive Student’s \(t\)-filter. Zbl 07123441
Huang, Yulong; Zhang, Yonggang; Chambers, Jonathon A.
3
2019
Sparse recovery and dictionary learning from nonlinear compressive measurements. Zbl 07123505
Rencker, Lucas; Bach, Francis; Wang, Wenwu; Plumbley, Mark D.
3
2019
Manifold optimization over the set of doubly stochastic matrices: a second-order geometry. Zbl 07123512
Douik, Ahmed; Hassibi, Babak
3
2019
Convolution and multichannel sampling for the offset linear canonical transform and their applications. Zbl 07160276
Wei, Deyun; Li, Yuan-Min
3
2019
Analysis of distributed ADMM algorithm for consensus optimization in presence of node error. Zbl 1458.90515
Majzoobi, Layla; Lahouti, Farshad; Shah-Mansouri, Vahid
3
2019
Learning tensors from partial binary measurements. Zbl 1414.15029
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Ozgur
3
2019
CayleyNets: graph convolutional neural networks with complex rational spectral filters. Zbl 1415.68169
Levie, Ron; Monti, Federico; Bresson, Xavier; Bronstein, Michael M.
3
2019
Information geometric approach to multisensor estimation fusion. Zbl 1415.94250
Tang, Mengjiao; Rong, Yao; Zhou, Jie; Li, X. Rong
3
2019
Robust distributed diffusion recursive least squares algorithms with side information for adaptive networks. Zbl 1415.94296
Yu, Yi; Zhao, Haiquan; de Lamare, Rodrigo C.; Zakharov, Yuriy; Lu, Lu
3
2019
Advances in distributed graph filtering. Zbl 1458.94085
Coutino, Mario; Isufi, Elvin; Leus, Geert
2
2019
Source resolvability of spatial-smoothing-based subspace methods: a Hadamard product perspective. Zbl 1458.94152
Yang, Zai; Stoica, Petre; Tang, Jinhui
2
2019
DOA estimation exploiting sparse array motions. Zbl 07123270
Qin, Guodong; Amin, Moeness G.; Zhang, Yimin D.
2
2019
Bilinear recovery using adaptive vector-AMP. Zbl 07123296
Sarkar, Subrata; Fletcher, Alyson K.; Rangan, Sundeep; Schniter, Philip
2
2019
Widely linear complex-valued estimated-input LMS algorithm for bias-compensated adaptive filtering with noisy measurements. Zbl 07123310
Zhang, Sheng; Zhang, Jiashu; Zheng, Wei Xing; So, Hing Cheung
2
2019
Sequential anomaly detection under a nonlinear system cost. Zbl 07123317
Gurevich, Andrey; Cohen, Kobi; Zhao, Qing
2
2019
Distributed solution of large-scale linear systems via accelerated projection-based consensus. Zbl 07123326
Azizan-Ruhi, Navid; Lahouti, Farshad; Avestimehr, Amir Salman; Hassibi, Babak
2
2019
Hypercomplex widely linear estimation through the lens of underpinning geometry. Zbl 07123339
Nitta, Tohru; Kobayashi, Masaki; Mandic, Danilo P.
2
2019
Stochastic successive convex approximation for non-convex constrained stochastic optimization. Zbl 07123354
Liu, An; Lau, Vincent K. N.; Kananian, Borna
2
2019
Sketched clustering via hybrid approximate message passing. Zbl 07123380
Byrne, Evan; Chatalic, Antoine; Gribonval, Rémi; Schniter, Philip
2
2019
Forecasting time series with VARMA recursions on graphs. Zbl 07123403
Isufi, Elvin; Loukas, Andreas; Perraudin, Nathanaël; Leus, Geert
2
2019
Matrix completion and extrapolation via kernel regression. Zbl 07123412
Giménez-Febrer, Pere; Pagès-Zamora, Alba; Giannakis, Georgios B.
2
2019
Nonconvex regularized robust PCA using the proximal block coordinate descent algorithm. Zbl 07123440
Wen, Fei; Ying, Rendong; Liu, Peilin; Truong, Trieu-Kien
2
2019
On the uniqueness and stability of dictionaries for sparse representation of noisy signals. Zbl 07160267
Garfinkle, Charles J.; Hillar, Christopher J.
2
2019
Graph topology inference based on sparsifying transform learning. Zbl 1458.94333
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo
2
2019
MISC array: a new sparse array design achieving increased degrees of freedom and reduced mutual coupling effect. Zbl 1458.94161
Zheng, Zhi; Wang, Wen-Qin; Kong, Yangyang; Zhang, Yimin D.
2
2019
Asynchronous saddle point algorithm for stochastic optimization in heterogeneous networks. Zbl 1458.90490
Bedi, Amrit Singh; Koppel, Alec; Rajawat, Ketan
2
2019
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Cited by 19,823 Authors

137 Wang, Zidong
61 Shi, Peng
50 Karimi, Hamid Reza
49 Gao, Huijun
44 Yang, Guanghong
41 Qian, Tao
40 Lam, James
39 Wei, Guoliang
37 Xu, Shengyuan
36 Ding, Feng
33 Shen, Bo
32 Alsaadi, Fuad Eid S.
31 Ho, Daniel W. C.
31 Liu, Xiaohui
30 Li, Song
30 Shu, Huisheng
30 Xie, Lihua
29 Liu, Fei
29 Unser, Michael A.
29 Xia, Yuanqing
28 Dong, Hongli
28 Hu, Jun
28 Ng, Michael Kwok-Po
28 Zhang, Qingling
27 Kundu, Debasis
26 Huang, Ting-Zhu
26 Park, Juhyun (Jessie)
26 Zhang, Huanshui
25 Sun, Qiyu
24 De Lathauwer, Lieven
23 Cao, Jinde
23 Xiu, Naihua
22 Fu, Minyue
22 Shi, Ling
21 Chen, Badong
21 Ding, Derui
21 Iiduka, Hideaki
21 Liu, Yurong
20 Chen, Tongwen
20 Kulikov, Gennady Yur’evich
20 Liang, Jinling
20 Linares-Pérez, Josefa
20 Ma, Chunsheng
20 Príncipe, José Carlos
20 Su, Hongye
20 Tian, Engang
20 Yu, Li
20 Yue, Dong
20 Zheng, Wei Xing
19 Basin, Michael V.
19 García, Antonio G.
19 Lu, Zhaosong
19 Ma, Lifeng
19 Plonka, Gerlind
19 Tao, Ran
19 Wu, Zhengguang
19 Zhang, Weihai
19 Zhou, Donghua
18 Aldroubi, Akram
18 Averbuch, Amir Z.
18 Chen, Dongyan
18 Feng, Gang
18 Hermoso-Carazo, Aurora
18 Liu, Hongwei
18 Wang, Qingwen
18 Wu, Ligang
17 Ashino, Ryuichi
17 Boche, Holger
17 Conti, Costanza
17 Ding, Steven X.
17 Fageot, Julien
17 Han, Qinglong
17 Peng, Jigen
17 Qi, Liqun
17 Shi, Yang
17 Sun, Wenchang
17 Wang, Yue
17 Wei, Yimin
17 Yamada, Isao
17 Yin, Wotao
17 Zhong, Shou-Ming
16 Gelb, Anne
16 He, Xiao
16 Leng, Jinsong
16 Li, Bingzhao
16 Stanković, Ljubiša
16 Teo, Kok Lay
16 Xiang, Zhengrong
16 Zhao, Haiquan
15 Bao, Zheng
15 Cai, Jian-Feng
15 Gillis, Nicolas
15 Jiang, Qingtang
15 Kutyniok, Gitta
15 Lu, Renquan
15 Mahmoud, Magdi Sadik Mostafa
15 Peyré, Gabriel
15 Qiu, Jianbin
15 Wang, Guoliang
14 Bo, Yuming
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Cited in 723 Journals

715 Automatica
482 Journal of the Franklin Institute
431 Signal Processing
401 Mathematical Problems in Engineering
375 Circuits, Systems, and Signal Processing
317 Applied and Computational Harmonic Analysis
276 Multidimensional Systems and Signal Processing
247 Applied Mathematics and Computation
199 International Journal of Wavelets, Multiresolution and Information Processing
192 Information Sciences
185 Journal of Computational and Applied Mathematics
183 EURASIP Journal on Advances in Signal Processing
165 International Journal of Systems Science. Principles and Applications of Systems and Integration
155 International Journal of Control
141 Pattern Recognition
139 Linear Algebra and its Applications
131 Systems & Control Letters
129 Journal of Mathematical Imaging and Vision
126 The Annals of Statistics
120 SIAM Journal on Imaging Sciences
115 Neural Computation
112 SIAM Journal on Optimization
108 International Journal of Adaptive Control and Signal Processing
107 Computational Statistics and Data Analysis
106 International Journal of Robust and Nonlinear Control
106 The Journal of Fourier Analysis and Applications
98 International Journal of Systems Science
94 Mathematical Programming. Series A. Series B
91 Neural Networks
85 Asian Journal of Control
83 Journal of Multivariate Analysis
78 Computational Optimization and Applications
74 Journal of Optimization Theory and Applications
74 Nonlinear Dynamics
73 Inverse Problems
73 Journal of Scientific Computing
71 Chaos, Solitons and Fractals
71 Abstract and Applied Analysis
69 Journal of Computational Physics
67 SIAM Journal on Matrix Analysis and Applications
65 Advances in Computational Mathematics
64 Machine Learning
64 Journal of Machine Learning Research (JMLR)
63 Applied Mathematical Modelling
63 European Journal of Control
62 Journal of Mathematical Analysis and Applications
62 Science China. Information Sciences
62 Statistics and Computing
61 Journal of Global Optimization
61 Electronic Journal of Statistics
60 SIAM Journal on Scientific Computing
56 Numerical Algorithms
54 Physica A
53 Journal of Statistical Planning and Inference
53 Science in China. Series F
50 Computers & Mathematics with Applications
46 SIAM Journal on Control and Optimization
46 Discrete Dynamics in Nature and Society
45 Journal of Applied Mathematics
44 International Journal of Computer Vision
44 International Journal of Applied Mathematics and Computer Science
43 Optimization Methods & Software
42 Journal of Time Series Analysis
42 Journal of Systems Science and Complexity
41 SIAM Journal on Mathematics of Data Science
40 Journal of Approximation Theory
39 Communications in Statistics. Theory and Methods
38 Advances in Applied Clifford Algebras
37 Fuzzy Sets and Systems
37 Numerical Functional Analysis and Optimization
37 Optimization Letters
37 Algorithms
36 Journal of Industrial and Management Optimization
35 Optimization
35 Computational and Applied Mathematics
35 Communications in Nonlinear Science and Numerical Simulation
35 Foundations of Computational Mathematics
35 Inverse Problems and Imaging
34 Journal of Statistical Computation and Simulation
34 Complexity
34 Nonlinear Analysis. Hybrid Systems
34 The Annals of Applied Statistics
33 Computational & Mathematical Methods in Medicine
32 Statistics & Probability Letters
31 Mathematical Methods in the Applied Sciences
31 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
30 Computer Methods in Applied Mechanics and Engineering
30 Journal of the American Statistical Association
29 Optimal Control Applications & Methods
29 Journal of Computational and Graphical Statistics
28 Linear and Multilinear Algebra
28 Entropy
28 Signal, Image and Video Processing
27 Mathematics of Computation
27 European Journal of Operational Research
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26 Communications in Statistics. Simulation and Computation
25 International Journal of General Systems
25 Bernoulli
25 Optimization and Engineering
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