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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.
all top 5

Latest Issues

69 (2021)
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67, No. 24 (2019)
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67, No. 22 (2019)
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64, No. 24 (2016)
64, No. 23 (2016)
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64, No. 6 (2016)
64, No. 5 (2016)
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64, No. 3 (2016)
64, No. 2 (2016)
64, No. 1 (2016)
63, No. 24 (2015)
63, No. 23 (2015)
...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
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 Li, Jian
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 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 Tuan, Hoang Duong
22 Xing, Chengwen
21 Aubry, Augusto
21 Bermudez, José Carlos Moreira
21 De Lathauwer, Lieven
21 Fang, Jun
21 Gao, Feifei
...and 10,915 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

4,526 Publications have been cited 21,561 times in 12,198 Documents Cited by Year
Matching pursuits with time-frequency dictionaries. Zbl 0842.94004
Mallat, Stéphane G.; Zhang, Zhifeng
390
1993
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
238
2009
K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040
Aharon, M.; Elad, M.; Bruckstein, A.
219
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
87
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
79
2002
Robust \(H_{\infty}\) filtering for nonlinear stochastic systems. Zbl 1370.93293
Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi
76
2005
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
69
2002
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
68
2012
Robust \(H_{\infty}\) filter design of uncertain descriptor systems with discrete and distributed delays. Zbl 1370.93111
Yue, Dong; Han, Qing-Long
68
2004
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
67
2007
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
67
2017
Nonfragile \(H_{\infty}\) filtering of continuous-time fuzzy systems. Zbl 1391.93134
Chang, Xiao-Heng; Yang, Guang-Hong
65
2011
Distributed consensus algorithms in sensor networks with imperfect communication: link failures and channel noise. Zbl 1391.94263
Kar, Soummya; Moura, José M. F.
64
2009
Block-sparse signals: uncertainty relations and efficient recovery. Zbl 1392.94195
Eldar, Yonina C.; Kuppinger, Patrick; Bölcskei, Helmut
61
2010
Online learning with kernels. Zbl 1369.68281
Kivinen, Jyrki; Smola, Alexander J.; Williamson, Robert C.
59
2004
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
59
2005
Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489
Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane
58
2009
Optimal linear filtering under parameter uncertainty. Zbl 0988.93082
Geromel, José C.
58
1999
Wavelets and filter banks: Theory and design. Zbl 0825.94059
Vetterli, Martin; Herley, Cormac
56
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
A block-iterative surrogate constraint splitting method for quadratic signal recovery. Zbl 1369.94121
Combettes, Patrick L.
56
2003
High-resolution radar via compressed sensing. Zbl 1391.94236
Herman, Matthew A.; Strohmer, Thomas
55
2009
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
53
2009
Shifting inequality and recovery of sparse signals. Zbl 1392.94117
Cai, T. Tony; Wang, Lie; Xu, Guangwu
52
2010
B-spline signal processing. I: Theory. Zbl 0825.94086
Unser, Michael; Aldroubi, Akram; Eden, Murray
52
1993
Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123
Cotter, Shane F.; Rao, Bhaskar D.; Engan, Kjersti; Kreutz-Delgado, Kenneth
52
2005
Bayesian compressive sensing. Zbl 1390.94231
Ji, Shihao; Xue, Ya; Carin, Lawrence
50
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
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
Optimization algorithms exploiting unitary constraints. Zbl 1369.90169
Manton, Jonathan H.
48
2002
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
Reduced-order \(H_{\infty}\) filtering for stochastic systems. Zbl 1369.94325
Xu, Shengyuan; Chen, Tongwen
47
2002
Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262
Unser, Michael; Blu, Thierry
47
2005
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
The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053
Shensa, Mark J.
44
1992
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
44
2001
Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223
Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R.
43
2010
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
43
2015
Using iterated function systems to model discrete sequences. Zbl 0753.58015
Mazel, David S.; Hayes, Monson H.
43
1992
Variational mode decomposition. Zbl 1394.94163
Dragomiretskiy, Konstantin; Zosso, Dominique
42
2014
Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048
Fessler, Jeffrey A.; Sutton, Bradley P.
42
2003
Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544
Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing
41
2011
The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011
Janssen, Augustus J. E. M.
41
1993
Distributing the Kalman filter for large-scale systems. Zbl 1390.94242
Khan, Usman A.; Moura, José M. F.
40
2008
Hypercomplex signals – a novel extension of the analytic signal to the multidimensional case. Zbl 1369.94099
Bülow, Thomas; Sommer, Gerald
40
2001
The monogenic signal. Zbl 1369.94139
Felsberg, Michael; Sommer, Gerald
40
2001
ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems. Zbl 1369.94238
Neelamani, Ramesh; Choi, Hyeokho; Baraniuk, Richard
40
2004
Fixed-order robust \(\_{\infty}\) filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736
Xiong, Junlin; Lam, J.
40
2006
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
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.
38
2008
The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261
Took, Clive Cheong; Mandic, Danilo P.
38
2009
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
38
2011
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
Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569
Ding, Feng; Shi, Yang; Chen, Tongwen
38
2006
On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402
Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak
37
2009
Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269
Kar, Soummya; Moura, José M. F.
36
2010
Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227
Hesse, Robert; Luke, D. Russell; Neumann, Patrick
36
2014
Exact tensor completion using t-SVD. Zbl 1414.94741
Zhang, Zemin; Aeron, Shuchin
36
2017
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
36
2019
GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522
Shechtman, Yoav; Beck, Amir; Eldar, Yonina C.
35
2014
\(H_\infty\) filtering of 2-D discrete systems. Zbl 0996.93089
Du, Chunling; Xie, Lihua; Soh, Yeng Chai
35
2000
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278
Costa, Jose A.; Hero, Alfred O.
35
2004
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
A theory for sampling signals from a union of subspaces. Zbl 1390.94656
Lu, Yue M.; Do, Minh N.
34
2008
Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283
Lopes, Cassio G.; Sayed, Ali H.
34
2008
Diffusion LMS strategies for distributed estimation. Zbl 1392.94123
Cattivelli, Federico S.; Sayed, Ali H.
34
2010
Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079
Bhaskar, Badri Narayan; Tang, Gongguo; Recht, Benjamin
34
2013
Hypercomplex correlation techniques for vector images. Zbl 1369.94032
Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A.
34
2003
Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383
Yılmaz, Özgür; Rickard, Scott
34
2004
Network-based robust \(H_{\infty}\) filtering for uncertain linear systems. Zbl 1373.93111
Yue, D.; Han, Q.-l.
34
2006
Distributed average consensus with dithered quantization. Zbl 1390.94083
Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G.
33
2008
Structured compressed sensing: from theory to applications. Zbl 1392.94188
Duarte, Marco F.; Eldar, Yonina C.
33
2011
Unbiased risk estimates for singular value thresholding and spectral estimators. Zbl 1393.94187
Candès, Emmanuel J.; Sing-Long, Carlos A.; Trzasko, Joshua D.
33
2013
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
The discrete fractional Fourier transform. Zbl 1011.65102
Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M.
33
2000
State/noise estimator for descriptor systems with application to sensor fault diagnosis. Zbl 1373.94594
Gao, Zhiwei; Ho, D. W. C.
33
2006
Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051
Chen, Jie; Huo, Xiaoming
33
2006
Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416
Slavakis, Konstantinos; Yamada, Isao
32
2007
One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382
Rilling, Gabriel; Flandrin, Patrick
32
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.
32
2010
A fast approach for overcomplete sparse decomposition based on smoothed \(\ell^0\) norm. Zbl 1391.94325
Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian
32
2009
An affine scaling methodology for best basis selection. Zbl 0984.94010
Rao, Bhaskar D.; Kreutz-Delgado, Kenneth
32
1999
Relations between fractional operations and time-frequency distributions, and their applications. Zbl 1369.94258
Pei, Soo-Chang; Ding, Jian-Jiun
32
2001
Gaussian particle filtering. Zbl 1369.94195
Kotecha, Jayesh H.; Djurić, Petar M.
32
2003
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
31
2008
An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287
Shinde, Sudarshan; Gadre, Vikram M.
31
2001
A new \(H_{\infty}\) filter design for linear time delay systems. Zbl 1369.93622
Fridman, E.; Shaked, Uri
31
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
31
2002
The kernel recursive least-squares algorithm. Zbl 1369.68280
Engel, Yaakov; Mannor, Shie; Meir, Ron
31
2004
Quaternion-MUSIC for vector-sensor array processing. Zbl 1373.94667
Miron, S.; Le Bihan, N.; Mars, J. I.
31
2006
The Gaussian mixture probability hypothesis density filter. Zbl 1374.94614
Vo, B.-N.; Ma, W.-K.
31
2006
High-order balanced multiwavelets: theory, factorization, and design. Zbl 1369.42031
Lebrun, Jérôme; Vetterli, Martin
30
2001
Robust \(H_{\infty}\) filtering for uncertain 2-D continuous systems. Zbl 1370.93292
Xu, Shengyuan; Lam, James; Zou, Yun; Lin, Zhiping; Paszke, Wojciech
30
2005
A generalized accelerated composite gradient method: uniting Nesterov’s fast gradient method and FISTA. Zbl 07590946
Florea, Mihai I.; Vorobyov, Sergiy A.
1
2020
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
36
2019
A framework of adaptive multiscale wavelet decomposition for signals on undirected graphs. Zbl 1458.94160
Zheng, Xianwei; Tang, Yuan Yan; Zhou, Jiantao
12
2019
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. Zbl 07123375
Li, Zhi; Shi, Wei; Yan, Ming
9
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
Secure state estimation against integrity attacks: a Gaussian mixture model approach. Zbl 1414.62349
Guo, Ziyang; Shi, Dawei; Quevedo, Daniel E.; Shi, Ling
6
2019
Optimal spectral initialization for signal recovery with applications to phase retrieval. Zbl 1458.94111
Luo, Wangyu; Alghamdi, Wael; Lu, Yue M.
6
2019
Noise benefits in combined nonlinear Bayesian estimators. Zbl 07123384
Duan, Fabing; Pan, Yan; Chapeau-Blondeau, François; Abbott, Derek
6
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
A novel robust Gaussian-Student’s \(t\) mixture distribution based Kalman filter. Zbl 07123311
Huang, Yulong; Zhang, Yonggang; Zhao, Yuxin; Chambers, Jonathon A.
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
Hybrid-spline dictionaries for continuous-domain inverse problems. Zbl 07123517
Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
5
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
Low rank and structured modeling of high-dimensional vector autoregressions. Zbl 1415.94051
Basu, Sumanta; Li, Xianqi; Michailidis, George
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
Learning ReLU networks on linearly separable data: algorithm, optimality, and generalization. Zbl 1458.68185
Wang, Gang; Giannakis, Georgios B.; Chen, Jie
4
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
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
Information geometric approach to multisensor estimation fusion. Zbl 1415.94250
Tang, Mengjiao; Rong, Yao; Zhou, Jie; Li, X. Rong
3
2019
Variance-reduced stochastic learning by networked agents under random reshuffling. Zbl 1414.93023
Yuan, Kun; Ying, Bicheng; Liu, Jiageng; Sayed, Ali H.
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
Eigendecomposition-free sampling set selection for graph signals. Zbl 1458.94123
Sakiyama, Akie; Tanaka, Yuichi; Tanaka, Toshihisa; Ortega, Antonio
3
2019
DeepLOB: deep convolutional neural networks for limit order books. Zbl 07123269
Zhang, Zihao; Zohren, Stefan; Roberts, Stephen
3
2019
Geometric-algebra adaptive filters. Zbl 07123314
Bezerra Lopes, Wilder; Guimaraes Lopes, Cassio
3
2019
Nonsubsampled graph filter banks: theory and distributed algorithms. Zbl 07123336
Jiang, Junzheng; Cheng, Cheng; Sun, Qiyu
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
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
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
Low-rank data completion with very low sampling rate using Newton’s method. Zbl 1458.65049
Ashraphijuo, Morteza; Wang, Xiaodong; Zhang, Junwei
2
2019
Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 1458.94154
Yankelevsky, Yael; Elad, Michael
2
2019
Learning tensors from partial binary measurements. Zbl 1414.15029
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Ozgur
2
2019
CayleyNets: graph convolutional neural networks with complex rational spectral filters. Zbl 1415.68169
Levie, Ron; Monti, Federico; Bresson, Xavier; Bronstein, Michael M.
2
2019
An accelerated composite gradient method for large-scale composite objective problems. Zbl 1414.90266
Florea, Mihai I.; Vorobyov, Sergiy A.
2
2019
Stochastic learning under random reshuffling with constant step-sizes. Zbl 1414.90276
Ying, Bicheng; Yuan, Kun; Vlaski, Stefan; Sayed, Ali H.
2
2019
Bounding multivariate trigonometric polynomials. Zbl 1414.42002
Pfister, Luke; Bresler, Yoram
2
2019
Nonlinear dimensionality reduction for discriminative analytics of multiple datasets. Zbl 1414.62207
Chen, Jia; Wang, Gang; Giannakis, Georgios B.
2
2019
Sampling and reconstruction of multiple-input multiple-output channels. Zbl 1415.94371
Lee, Dae Gwan; Pfander, Götz E.; Pohl, Volker
2
2019
A large dimensional analysis of least squares support vector machines. Zbl 1414.62250
Liao, Zhenyu; Couillet, Romain
2
2019
Matrix completion with deterministic pattern: a geometric perspective. Zbl 1414.15034
Shapiro, Alexander; Xie, Yao; Zhang, Rui
2
2019
Learning in wireless control systems over nonstationary channels. Zbl 1415.94388
Eisen, Mark; Gatsis, Konstantinos; Pappas, George J.; Ribeiro, Alejandro
2
2019
Distributed topology manipulation to control epidemic spreading over networks. Zbl 1414.68142
Xue, Dong; Hirche, Sandra
2
2019
Two-channel critically sampled graph filter banks with spectral domain sampling. Zbl 1415.94373
Sakiyama, Akie; Watanabe, Kana; Tanaka, Yuichi; Ortega, Antonio
2
2019
Sampling and super resolution of sparse signals beyond the Fourier domain. Zbl 1415.94369
Bhandari, Ayush; Eldar, Yonina C.
2
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
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
Matrix completion and extrapolation via kernel regression. Zbl 07123412
Giménez-Febrer, Pere; Pagès-Zamora, Alba; Giannakis, Georgios B.
2
2019
On the uniqueness and stability of dictionaries for sparse representation of noisy signals. Zbl 07160267
Garfinkle, Charles J.; Hillar, Christopher J.
1
2019
A primal-dual quasi-Newton method for exact consensus optimization. Zbl 07160274
Eisen, Mark; Mokhtari, Aryan; Ribeiro, Alejandro
1
2019
Multivariate variational mode decomposition. Zbl 07160278
Rehman, Naveed Ur; Aftab, Hania
1
2019
Co-design for overlaid MIMO radar and downlink MISO communication systems via Cramér-Rao bound minimization. Zbl 07160288
Cheng, Ziyang; Liao, Bin; Shi, Shengnan; He, Zishu; Li, Jun
1
2019
Semi-supervised learning in network-structured data via total variation minimization. Zbl 07160290
Jung, Alexander; Hero, Alfred O. III; Mara, Alexandru Cristian; Jahromi, Saeed; Heimowitz, Ayelet; Eldar, Yonina C.
1
2019
Distributed robust beamforming based on low-rank and cross-correlation techniques: design and analysis. Zbl 07160301
Ruan, Hang; de Lamare, Rodrigo C.
1
2019
Controllability of bandlimited graph processes over random time varying graphs. Zbl 07160303
Gama, Fernando; Isufi, Elvin; Ribeiro, Alejandro; Leus, Geert
1
2019
Sampling of planar curves: theory and fast algorithms. Zbl 07160304
Zou, Qing; Poddar, Sunrita; Jacob, Mathews
1
2019
How to calibrate your adversary’s capabilities? Inverse filtering for counter-autonomous systems. Zbl 07160308
Krishnamurthy, Vikram; Rangaswamy, Muralidhar
1
2019
Optimal mean-reverting portfolio with leverage constraint for statistical arbitrage in finance. Zbl 1415.94307
Zhao, Ziping; Zhou, Rui; Palomar, Daniel P.
1
2019
An approximate message passing framework for side information. Zbl 1458.94112
Ma, Anna; Zhou, You; Rush, Cynthia; Baron, Dror; Needell, Deanna
1
2019
STGRFT for detection of maneuvering weak target with multiple motion models. Zbl 1458.94164
Li, Xiaolong; Sun, Zhi; Yeo, Tat Soon; Zhang, Tianxian; Yi, Wei; Cui, Guolong; Kong, Lingjiang
1
2019
Symmetric bilinear regression for signal subgraph estimation. Zbl 1458.62157
Wang, Lu; Zhang, Zhengwu; Dunson, David
1
2019
Power systems topology and state estimation by graph blind source separation. Zbl 1458.94094
Grotas, Sivan; Yakoby, Yair; Gera, Idan; Routtenberg, Tirza
1
2019
Adaptive global time sequence averaging method using dynamic time warping. Zbl 1458.94108
Liu, Yu-Tao; Zhang, Yong-An; Zeng, Ming
1
2019
Parameter estimation of heavy-tailed AR model with missing data via stochastic EM. Zbl 1458.62203
Liu, Junyan; Kumar, Sandeep; Palomar, Daniel P.
1
2019
A generalized multifractal formalism for the estimation of nonconcave multifractal spectra. Zbl 1415.94160
Leonarduzzi, Roberto; Abry, Patrice; Wendt, Herwig; Jaffard, Stéphane; Touchette, Hugo
1
2019
Computationally efficient off-line joint change point detection in multiple time series. Zbl 1415.94326
Eriksson, Markus; Olofsson, Tomas
1
2019
Hybrid vector perturbation precoding: the blessing of approximate message passing. Zbl 1415.94179
Lyu, Shanxiang; Ling, Cong
1
2019
Graph-variate signal analysis. Zbl 1415.94235
Smith, Keith; Spyrou, Loukianos; Escudero, Javier
1
2019
A CPHD approximation based on a discrete-gamma cardinality model. Zbl 1414.62087
de Melo, Flávio Eler; Maskell, Simon
1
2019
iMUSIC: a family of MUSIC-like algorithms for integer period estimation. Zbl 1415.94254
Tenneti, Srikanth Venkata; Vaidyanathan, Palghat P.
1
2019
Localization of near-field sources based on linear prediction and oblique projection operator. Zbl 1415.94314
Zuo, Weiliang; Xin, Jingmin; Liu, Wenyi; Zheng, Nanning; Ohmori, Hiromitsu; Sano, Akira
1
2019
Learning filter bank sparsifying transforms. Zbl 1415.94202
Pfister, Luke; Bresler, Yoram
1
2019
A binning approach to quickest change detection with unknown post-change distribution. Zbl 1415.94336
Lau, Tze Siong; Tay, Wee Peng; Veeravalli, Venugopal V.
1
2019
Joint independent subspace analysis: uniqueness and identifiability. Zbl 1415.94156
Lahat, Dana; Jutten, Christian
1
2019
Cramér-Rao bound for constrained parameter estimation using Lehmann-unbiasedness. Zbl 1414.62075
Nitzan, Eyal; Routtenberg, Tirza; Tabrikian, Joseph
1
2019
Compressive sensing using symmetric alpha-stable distributions for robust sparse signal reconstruction. Zbl 1415.94262
Tzagkarakis, George; Nolan, John P.; Tsakalides, Panagiotis
1
2019
Supervised learning under distributed features. Zbl 1414.90370
Ying, Bicheng; Yuan, Kun; Sayed, Ali H.
1
2019
On optimal scheduling for joint spatial division and multiplexing approach in FDD massive MIMO. Zbl 1414.90160
Maatouk, Ali; Hajri, Salah Eddine; Assaad, Mohamad; Sari, Hikmet
1
2019
Convolutional neural network architectures for signals supported on graphs. Zbl 1415.94107
Gama, Fernando; Marques, Antonio G.; Leus, Geert; Ribeiro, Alejandro
1
2019
Error preserving correction: a method for CP decomposition at a target error bound. Zbl 1416.65120
Phan, Anh-Huy; Tichavský, Petr; Cichocki, Andrzej
1
2019
Online forecasting matrix factorization. Zbl 1414.62393
Gultekin, San; Paisley, John
1
2019
Sparse signal recovery via generalized entropy functions minimization. Zbl 1415.94132
Huang, Shuai; Tran, Trac D.
1
2019
Estimation of the evolutionary spectra with application to stationarity test. Zbl 1414.62390
Xiang, Yu; Ding, Jie; Tarokh, Vahid
1
2019
Recursive maximum likelihood algorithm for dependent observations. Zbl 1414.62077
Schwartz, Boaz; Gannot, Sharon; Habets, Emanuël A. P.; Noam, Yair
1
2019
Multi-snapshot spectrum sensing for cognitive radar via block-sparsity exploitation. Zbl 1415.94047
Aubry, Augusto; Carotenuto, Vincenzo; De Maio, Antonio; Govoni, Mark A.
1
2019
Quaternion-based multiscale analysis for feature extraction of hyperspectral images. Zbl 1415.94029
Li, Huizhen; Li, Hong; Zhang, Liming
1
2019
Event-driven sensor scheduling for mission-critical control applications. Zbl 1414.90173
Yu, Manli; Cai, Songfu; Lau, Vincent K. N.
1
2019
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Cited by 19,144 Authors

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