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 Comments: Journal Documents Indexed: 9,760 Publications (since 1991) References Indexed: 9 Publications with 131 References. all top 5 Latest Issues 69 (2021) 68 (2020) 67, No. 24 (2019) 67, No. 23 (2019) 67, No. 22 (2019) 67, No. 21 (2019) 67, No. 20 (2019) 67, No. 19 (2019) 67, No. 18 (2019) 67, No. 17 (2019) 67, No. 16 (2019) 67, No. 15 (2019) 67, No. 14 (2019) 67, No. 13 (2019) 67, No. 12 (2019) 67, No. 11 (2019) 67, No. 10 (2019) 67, No. 9 (2019) 67, No. 8 (2019) 67, No. 7 (2019) 67, No. 6 (2019) 67, No. 5 (2019) 67, No. 4 (2019) 67, No. 3 (2019) 67, No. 2 (2019) 67, No. 1 (2019) 66, No. 24 (2018) 66, No. 23 (2018) 66, No. 22 (2018) 66, No. 21 (2018) 66, No. 20 (2018) 66, No. 19 (2018) 66, No. 18 (2018) 66, No. 17 (2018) 66, No. 16 (2018) 66, No. 15 (2018) 66, No. 14 (2018) 66, No. 13 (2018) 66, No. 12 (2018) 66, No. 11 (2018) 66, No. 10 (2018) 66, No. 9 (2018) 66, No. 8 (2018) 66, No. 7 (2018) 66, No. 6 (2018) 66, No. 5 (2018) 66, No. 4 (2018) 66, No. 3 (2018) 66, No. 2 (2018) 66, No. 1 (2018) 65, No. 24 (2017) 65, No. 23 (2017) 65, No. 22 (2017) 65, No. 21 (2017) 65, No. 20 (2017) 65, No. 19 (2017) 65, No. 18 (2017) 65, No. 17 (2017) 65, No. 16 (2017) 65, No. 15 (2017) 65, No. 14 (2017) 65, No. 13 (2017) 65, No. 12 (2017) 65, No. 11 (2017) 65, No. 10 (2017) 65, No. 9 (2017) 65, No. 8 (2017) 65, No. 7 (2017) 65, No. 6 (2017) 65, No. 5 (2017) 65, No. 4 (2017) 65, No. 3 (2017) 65, No. 2 (2017) 65, No. 1 (2017) 64, No. 24 (2016) 64, No. 23 (2016) 64, No. 22 (2016) 64, No. 21 (2016) 64, No. 20 (2016) 64, No. 19 (2016) 64, No. 18 (2016) 64, No. 17 (2016) 64, No. 16 (2016) 64, No. 15 (2016) 64, No. 14 (2016) 64, No. 13 (2016) 64, No. 12 (2016) 64, No. 11 (2016) 64, No. 10 (2016) 64, No. 9 (2016) 64, No. 8 (2016) 64, No. 7 (2016) 64, No. 6 (2016) 64, No. 5 (2016) 64, No. 4 (2016) 64, No. 3 (2016) 64, No. 2 (2016) 64, No. 1 (2016) 63, No. 24 (2015) 63, No. 23 (2015) ...and 289 more Volumes all top 5 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 41 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 11,079 more Authors all top 5 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 all cited Publications top 5 cited Publications Citations contained in zbMATH Open 4,917 Publications have been cited 24,747 times in 13,566 Documents Cited by ▼ Year ▼ Matching pursuits with time-frequency dictionaries. Zbl 0842.94004Mallat, Stéphane G.; Zhang, Zhifeng 425 1993 Sparse reconstruction by separable approximation. Zbl 1391.94442Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T. 263 2009 K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040Aharon, M.; Elad, M.; Bruckstein, A. 242 2006 Robust \(H_{\infty}\) filtering for stochastic time-delay systems with missing measurements. Zbl 1373.94729Wang, Zidong; Yang, Fuwen; Ho, D. W. C.; Liu, Xiaohui 150 2006 A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93175Gao, 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 1391.93234Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun 102 2011 Embedded image coding using zerotrees of wavelet coefficients. Zbl 0841.94020Shapiro, Jerome M. 94 1993 Robust \(H_{\infty}\) filtering for a class of nonlinear networked systems with multiple stochastic communication delays and packet dropouts. Zbl 1392.94183Dong, Hongli; Wang, Zidong; Gao, Huijun 87 2010 Sampling signals with finite rate of innovation. Zbl 1369.94309Vetterli, Martin; Marziliano, Pina; Blu, Thierry 86 2002 New approach to mixed \(\mathcal H_2/\mathcal H_\infty\) filtering for polytopic discrete-time systems. Zbl 1370.93274Gao, Huijun; Lam, James; Xie, Lihua; Wang, Changhong 85 2005 Tensor decomposition for signal processing and machine learning. Zbl 1415.94232Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos 85 2017 Robust \(H_{\infty}\) filtering for nonlinear stochastic systems. Zbl 1370.93293Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi 80 2005 A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015Crisan, Dan; Doucet, Arnaud 77 2002 Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C. 75 2007 Robust \(H_{\infty}\) filter design of uncertain descriptor systems with discrete and distributed delays. Zbl 1370.93111Yue, Dong; Han, Qing-Long 73 2004 Distributed filtering for a class of time-varying systems over sensor networks with quantization errors and successive packet dropouts. Zbl 1391.93232Dong, Hongli; Wang, Zidong; Gao, Huijun 71 2012 Distributed consensus algorithms in sensor networks with imperfect communication: link failures and channel noise. Zbl 1391.94263Kar, Soummya; Moura, José M. F. 68 2009 Nonfragile \(H_{\infty}\) filtering of continuous-time fuzzy systems. Zbl 1391.93134Chang, Xiao-Heng; Yang, Guang-Hong 68 2011 A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S. 66 2005 Block-sparse signals: uncertainty relations and efficient recovery. Zbl 1392.94195Eldar, Yonina C.; Kuppinger, Patrick; Bölcskei, Helmut 66 2010 High-resolution radar via compressed sensing. Zbl 1391.94236Herman, Matthew A.; Strohmer, Thomas 63 2009 Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane 63 2009 Optimal linear filtering under parameter uncertainty. Zbl 0988.93082Geromel, José C. 60 1999 A block-iterative surrogate constraint splitting method for quadratic signal recovery. Zbl 1369.94121Combettes, Patrick L. 60 2003 Online learning with kernels. Zbl 1369.68281Kivinen, Jyrki; Smola, Alexander J.; Williamson, Robert C. 60 2004 On the linear convergence of the ADMM in decentralized consensus optimization. Zbl 1394.94532Shi, Wei; Ling, Qing; Yuan, Kun; Wu, Gang; Yin, Wotao 59 2014 Bayesian compressive sensing. Zbl 1390.94231Ji, Shihao; Xue, Ya; Carin, Lawrence 58 2008 Wavelets and filter banks: Theory and design. Zbl 0825.94059Vetterli, Martin; Herley, Cormac 57 1992 B-spline signal processing. I: Theory. Zbl 0825.94086Unser, Michael; Aldroubi, Akram; Eden, Murray 57 1993 Sensor selection via convex optimization. Zbl 1391.90679Joshi, Siddharth; Boyd, Stephen 57 2009 Robust \(\mathcal H_{\infty}\) filter design for uncertain linear systems with multiple time-varying state delays. Zbl 1369.93667de Souza, Carlos E.; Palhares, Reinaldo Martinez; Peres, Pedro Luis Dias 56 2001 Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123Cotter, Shane F.; Rao, Bhaskar D.; Engan, Kjersti; Kreutz-Delgado, Kenneth 56 2005 Variational mode decomposition. Zbl 1394.94163Dragomiretskiy, Konstantin; Zosso, Dominique 56 2014 Optimization algorithms exploiting unitary constraints. Zbl 1369.90169Manton, Jonathan H. 55 2002 Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262Unser, Michael; Blu, Thierry 54 2005 Shifting inequality and recovery of sparse signals. Zbl 1392.94117Cai, T. Tony; Wang, Lie; Xu, Guangwu 54 2010 Variance-constrained \(\mathcal H_{\infty}\) filtering for a class of nonlinear time-varying systems with multiple missing measurements: the finite-horizon case. Zbl 1391.93233Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun 52 2010 Phase retrieval using alternating minimization. Zbl 1394.94421Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay 52 2015 Gain-constrained recursive filtering with stochastic nonlinearities and probabilistic sensor delays. Zbl 1393.94261Hu, Jun; Wang, Zidong; Shen, Bo; Gao, Huijun 51 2013 Efficient implementation of quaternion Fourier transform convolution, and correlation by 2-D complex FFT. Zbl 1369.65190Pei, Soo-Chang; Ding, Jian-Jiun; Chang, Ja-Han 50 2001 Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix. Zbl 1391.94598Dragotti, Pier Luigi; Vetterli, Martin; Blu, Thierry 50 2007 Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R. 50 2010 The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053Shensa, Mark J. 49 1992 Exact tensor completion using t-SVD. Zbl 1414.94741Zhang, Zemin; Aeron, Shuchin 49 2017 The monogenic signal. Zbl 1369.94139Felsberg, Michael; Sommer, Gerald 48 2001 Distributing the Kalman filter for large-scale systems. Zbl 1390.94242Khan, Usman A.; Moura, José M. F. 48 2008 Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429Chi, Yuejie; Lu, Yue M.; Chen, Yuxin 48 2019 Using iterated function systems to model discrete sequences. Zbl 0753.58015Mazel, David S.; Hayes, Monson H. 47 1992 Robust \(\mathcal H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93641Martinez Palhares, Reinaldo; de Souza, Carlos E.; Peres, Pedro Luis Dias 47 2001 Reduced-order \(H_{\infty}\) filtering for stochastic systems. Zbl 1369.94325Xu, Shengyuan; Chen, Tongwen 47 2002 Diffusion LMS strategies for distributed estimation. Zbl 1392.94123Cattivelli, Federico S.; Sayed, Ali H. 47 2010 Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048Fessler, Jeffrey A.; Sutton, Bradley P. 46 2003 On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak 45 2009 Hypercomplex signals – a novel extension of the analytic signal to the multidimensional case. Zbl 1369.94099Bülow, Thomas; Sommer, Gerald 44 2001 Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing 44 2011 GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522Shechtman, Yoav; Beck, Amir; Eldar, Yonina C. 43 2014 The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011Janssen, Augustus J. E. M. 42 1993 Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569Ding, Feng; Shi, Yang; Chen, Tongwen 41 2006 Fixed-order robust \(\_{\infty}\) filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736Xiong, Junlin; Lam, J. 41 2006 ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems. Zbl 1369.94238Neelamani, Ramesh; Choi, Hyeokho; Baraniuk, Richard 41 2004 Sparse Bayesian learning for basis selection. Zbl 1369.94318Wipf, David P.; Rao, Bhaskar D. 41 2004 Consensus in ad hoc WSNs with noisy links. I: Distributed estimation of deterministic signals. Zbl 1390.94395Schizas, Ioannis D.; Ribeiro, Alejandro; Giannakis, Georgios B. 41 2008 Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283Lopes, Cassio G.; Sayed, Ali H. 41 2008 Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269Kar, Soummya; Moura, José M. F. 41 2010 Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert 41 2011 Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383Yılmaz, Özgür; Rickard, Scott 40 2004 The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261Took, Clive Cheong; Mandic, Danilo P. 40 2009 Structured compressed sensing: from theory to applications. Zbl 1392.94188Duarte, Marco F.; Eldar, Yonina C. 40 2011 Hypercomplex correlation techniques for vector images. Zbl 1369.94032Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A. 39 2003 A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain distributed delay systems. Zbl 1370.93109Xu, Shengyuan; Lam, James; Chen, Tongwen; Zou, Yun 39 2005 One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382Rilling, Gabriel; Flandrin, Patrick 39 2008 Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079Bhaskar, Badri Narayan; Tang, Gongguo; Recht, Benjamin 39 2013 Optimal infinite-horizon control for probabilistic Boolean networks. Zbl 1374.94952Pal, R.; Datta, A.; Dougherty, E. R. 38 2006 An improved delay-dependent \(H_{\infty}\) filtering of linear neutral systems. Zbl 1369.93623Fridman, Emilia; Shaked, Uri 38 2004 Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278Costa, Jose A.; Hero, Alfred O. 38 2004 Unbiased risk estimates for singular value thresholding and spectral estimators. Zbl 1393.94187Candès, Emmanuel J.; Sing-Long, Carlos A.; Trzasko, Joshua D. 38 2013 Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051Chen, Jie; Huo, Xiaoming 37 2006 A fast approach for overcomplete sparse decomposition based on smoothed \(\ell^0\) norm. Zbl 1391.94325Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian 37 2009 Network-based robust \(H_{\infty}\) filtering for uncertain linear systems. Zbl 1373.93111Yue, D.; Han, Q.-l. 36 2006 The discrete fractional Fourier transform. Zbl 1011.65102Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M. 36 2000 \(H_\infty\) filtering of 2-D discrete systems. Zbl 0996.93089Du, Chunling; Xie, Lihua; Soh, Yeng Chai 36 2000 An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287Shinde, Sudarshan; Gadre, Vikram M. 36 2001 Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416Slavakis, Konstantinos; Yamada, Isao 36 2007 A theory for sampling signals from a union of subspaces. Zbl 1390.94656Lu, Yue M.; Do, Minh N. 36 2008 Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227Hesse, Robert; Luke, D. Russell; Neumann, Patrick 36 2014 Multi-agent distributed optimization via inexact consensus ADMM. Zbl 1393.90124Chang, Tsung-Hui; Hong, Mingyi; Wang, Xiangfeng 36 2015 Quaternion-MUSIC for vector-sensor array processing. Zbl 1373.94667Miron, S.; Le Bihan, N.; Mars, J. I. 35 2006 State/noise estimator for descriptor systems with application to sensor fault diagnosis. Zbl 1373.94594Gao, Zhiwei; Ho, D. W. C. 35 2006 Blind separation of instantaneous mixtures of nonstationary sources. Zbl 1369.94262Pham, Dinh-Tuan; Cardoso, Jean-François 35 2001 Induced \(l_2\) and generalized \(H_2\) filtering for systems with repeated scalar nonlinearities. Zbl 1370.94125Gao, Huijun; Lam, James; Wang, Changhong 35 2005 Adaptive Kalman filtering in networked systems with random sensor delays, multiple packet dropouts and missing measurements. Zbl 1391.93252Moayedi, Maryam; Foo, Yung K.; Soh, Yeng C. 35 2010 Event-based \(H_{\infty}\) filter design for a class of nonlinear time-varying systems with fading channels and multiplicative noises. Zbl 1394.94160Dong, Hongli; Wang, Zidong; Ding, Steven X.; Gao, Huijun 35 2015 Numerical evaluation of the Lambert \(W\) function and application to generation of generalized Gaussian noise with exponent \(1/2\). Zbl 1369.33022Chapeau-Blondeau, François; Monir, Abdelilah 34 2002 Gaussian particle filtering. Zbl 1369.94195Kotecha, Jayesh H.; Djurić, Petar M. 34 2003 The kernel recursive least-squares algorithm. Zbl 1369.68280Engel, Yaakov; Mannor, Shie; Meir, Ron 34 2004 \(QR\) factoring to compute the GCD of univariate approximate polynomials. Zbl 1372.65120Corless, Robert M.; Watt, Stephen M.; Zhi, Lihong 34 2004 Optimized projections for compressed sensing. Zbl 1390.94168Elad, Michael 34 2007 Distributed average consensus with dithered quantization. Zbl 1390.94083Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G. 34 2008 Spatial diversity in radars-models and detection performance. Zbl 1373.94779Fishler, E.; Haimovich, A.; Blum, R. S.; Cimini, L. J.; Chizhik, D.; Valenzuela, R. A. 33 2006 The Gaussian mixture probability hypothesis density filter. Zbl 1374.94614Vo, B.-N.; Ma, W.-K. 33 2006 Fixed point strategies in data science. Zbl 07591599Combettes, Patrick L.; Pesquet, Jean-Christophe 9 2021 Decentralized online convex optimization with event-triggered communications. 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Zbl 07591441Zhang, Guanghua; Lan, Jian; Zhang, Le; He, Fengshou; Li, Shaomin 1 2021 Stochastic gradient-based distributed Bayesian estimation in cooperative sensor networks. Zbl 07591448Cadena, Jose; Ray, Priyadip; Chen, Hao; Soper, Braden; Rajan, Deepak; Yen, Anton; Goldhahn, Ryan 1 2021 An improved convergence analysis for decentralized online stochastic non-convex optimization. Zbl 07591457Xin, Ran; Khan, Usman A.; Kar, Soummya 1 2021 Efficient sensor placement for signal reconstruction based on recursive methods. Zbl 07591460Li, Bangjun; Liu, Haoran; Wang, Ruzhu 1 2021 Random matrix based extended target tracking with orientation: a new model and inference. Zbl 07591462Tuncer, Barkın; Özkan, Emre 1 2021 Sparse phase retrieval via PhaseLiftOff. Zbl 07591477Xia, Yu; Xu, Zhiqiang 1 2021 Gridless DOA estimation and root-MUSIC for non-uniform linear arrays. Zbl 07591478Wagner, Mark; Park, Yongsung; Gerstoft, Peter 1 2021 Projection-based QLP algorithm for efficiently computing low-rank approximation of matrices. Zbl 07591483Kaloorazi, Maboud F.; Chen, Jie 1 2021 Signals featuring harmonics with random frequencies – spectral, distributional and ergodic properties. Zbl 07591521Baxevani, Anastassia; Podgórski, Krzysztof 1 2021 Conservative stochastic optimization with expectation constraints. Zbl 07591550Akhtar, Zeeshan; Bedi, Amrit Singh; Rajawat, Ketan 1 2021 Binary discrete Fourier transform and its inversion. Zbl 07591571Levinson, Howard W.; Markel, Vadim A. 1 2021 Graph unrolling networks: interpretable neural networks for graph signal denoising. Zbl 07591586Chen, Siheng; Eldar, Yonina C.; Zhao, Lingxiao 1 2021 Safe linear Thompson sampling with side information. Zbl 07591590Moradipari, Ahmadreza; Amani, Sanae; Alizadeh, Mahnoosh; Thrampoulidis, Christos 1 2021 Byzantine-resilient decentralized policy evaluation with linear function approximation. Zbl 07591596Wu, Zhaoxian; Shen, Han; Chen, Tianyi; Ling, Qing 1 2021 A full second-order analysis of the widely linear MVDR beamformer for noncircular signals. Zbl 07591624Li, Zhe; Pu, Rui; Xia, Yili; Pei, Wenjiang; Mandic, Danilo P. 1 2021 Multi-layer bilinear generalized approximate message passing. Zbl 07591643Zou, Qiuyun; Zhang, Haochuan; Yang, Hongwen 1 2021 Deep scattering network with fractional wavelet transform. Zbl 07591659Shi, Jun; Zhao, Yanan; Xiang, Wei; Monga, Vishal; Liu, Xiaoping; Tao, Ran 1 2021 Manifold proximal point algorithms for dual principal component pursuit and orthogonal dictionary learning. Zbl 07591661Chen, Shixiang; Deng, Zengde; Ma, Shiqian; So, Anthony Man-Cho 1 2021 Linearized ADMM converges to second-order stationary points for non-convex problems. Zbl 07591668Lu, Songtao; Lee, Jason D.; Razaviyayn, Meisam; Hong, Mingyi 1 2021 Real-valued sparse Bayesian learning for DOA estimation with arbitrary linear arrays. Zbl 07591677Dai, Jisheng; So, Hing Cheung 1 2021 Augmented covariance matrix reconstruction for DOA estimation using difference coarray. Zbl 07591703Zheng, Zhi; Huang, Yixiao; Wang, Wen-Qin; So, Hing Cheung 1 2021 Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 07590919Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei 9 2020 Topological signal processing over simplicial complexes. Zbl 07590943Barbarossa, Sergio; Sardellitti, Stefania 9 2020 Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications. Zbl 07590992Lu, Songtao; Tsaknakis, Ioannis; Hong, Mingyi; Chen, Yongxin 6 2020 Distributed dual gradient tracking for resource allocation in unbalanced networks. Zbl 07590886Zhang, Jiaqi; You, Keyou; Cai, Kai 5 2020 Differential private noise adding mechanism and its application on consensus algorithm. Zbl 07591020He, Jianping; Cai, Lin; Guan, Xinping 5 2020 Perturbed amplitude flow for phase retrieval. Zbl 07591114Gao, Bing; Sun, Xinwei; Wang, Yang; Xu, Zhiqiang 5 2020 Variance-reduced decentralized stochastic optimization with accelerated convergence. Zbl 07591175Xin, Ran; Khan, Usman A.; Kar, Soummya 5 2020 Two-dimensional modular chaotification system for improving chaos complexity. Zbl 07590868Hua, Zhongyun; Zhang, Yinxing; Zhou, Yicong 4 2020 A generalized accelerated composite gradient method: uniting Nesterov’s fast gradient method and FISTA. Zbl 07590946Florea, Mihai I.; Vorobyov, Sergiy A. 4 2020 Reliable recovery of hierarchically sparse signals for Gaussian and Kronecker product measurements. Zbl 07591015Roth, Ingo; Kliesch, Martin; Flinth, Axel; Wunder, Gerhard; Eisert, Jens 4 2020 Deep neural networks with trainable activations and controlled Lipschitz constant. Zbl 07591063Aziznejad, Shayan; Gupta, Harshit; Campos, Joaquim; Unser, Michael 4 2020 Newton-step-based hard thresholding algorithms for sparse signal recovery. Zbl 07591199Meng, Nan; Zhao, Yun-Bin 4 2020 Distributed optimal linear fusion predictors and filters for systems with random parameter matrices and correlated noises. Zbl 07590809Sun, Shuli 3 2020 Majorize-minimize adapted Metropolis-Hastings algorithm. Zbl 07590898Marnissi, Yosra; Chouzenoux, Emilie; Benazza-Benyahia, Amel; Pesquet, Jean-Christophe 3 2020 Parametric signal estimation using the cumulative distribution transform. Zbl 07590966Rubaiyat, Abu Hasnat Mohammad; Hallam, Kyla M.; Nichols, Jonathan M.; Hutchinson, Meredith N.; Li, Shiying; Rohde, Gustavo K. 3 2020 Denial-of-service attacks on communication systems: detectability and jammer knowledge. Zbl 07590997Boche, Holger; Schaefer, Rafael F.; Poor, H. Vincent 3 2020 Decentralized accelerated gradient methods with increasing penalty parameters. Zbl 07591075Li, Huan; Fang, Cong; Yin, Wotao; Lin, Zhouchen 3 2020 Inverse filtering for hidden Markov models with applications to counter-adversarial autonomous systems. Zbl 07591084Mattila, Robert; Rojas, Cristian R.; Krishnamurthy, Vikram; Wahlberg, Bo 3 2020 Uniform RIP conditions for recovery of sparse signals by \(\ell_p (0< p\leq 1)\) minimization. Zbl 07591111Wan, Anhua 3 2020 Privacy-preserving distributed optimization via subspace perturbation: a general framework. Zbl 07591156Li, Qiongxiu; Heusdens, Richard; Christensen, Mads Græsbøll 3 2020 Robust matrix completion via maximum correntropy criterion and half-quadratic optimization. Zbl 07590747He, Yicong; Wang, Fei; Li, Yingsong; Qin, Jing; Chen, Badong 3 2020 Distributed online convex optimization with time-varying coupled inequality constraints. Zbl 07590786Yi, Xinlei; Li, Xiuxian; Xie, Lihua; Johansson, Karl H. 2 2020 Inexact block coordinate descent algorithms for nonsmooth nonconvex optimization. Zbl 07590801Yang, Yang; Pesavento, Marius; Luo, Zhi-Quan; Ottersten, Björn 2 2020 Distributions and power of optimal signal-detection statistics in finite case. Zbl 07590806Zhang, Hong; Jin, Jiashun; Wu, Zheyang 2 2020 Consensus-based clock synchronization in wireless sensor networks with truncated exponential delays. Zbl 07590833Wang, Heng; Chen, Liuqing; Li, Min; Gong, Pengfei 2 2020 Multi-target detection with an arbitrary spacing distribution. Zbl 07590844Lan, Ti-Yen; Bendory, Tamir; Boumal, Nicolas; Singer, Amit 2 2020 High-dimensional stochastic gradient quantization for communication-efficient edge learning. Zbl 07590882Du, Yuqing; Yang, Sheng; Huang, Kaibin 2 2020 Machine learning at the wireless edge: distributed stochastic gradient descent over-the-air. Zbl 07590884Amiri, Mohammad Mohammadi; Gündüz, Deniz 2 2020 Block-randomized stochastic proximal gradient for low-rank tensor factorization. Zbl 07590885Fu, Xiao; Ibrahim, Shahana; Wai, Hoi-To; Gao, Cheng; Huang, Kejun 2 2020 Generalized sampling on graphs with subspace and smoothness priors. Zbl 07590892Tanaka, Yuichi; Eldar, Yonina C. 2 2020 Walkman: a communication-efficient random-walk algorithm for decentralized optimization. Zbl 07590909Mao, Xianghui; Yuan, Kun; Hu, Yubin; Gu, Yuantao; Sayed, Ali H.; Yin, Wotao 2 2020 On analog gradient descent learning over multiple access fading channels. Zbl 07590936Sery, Tomer; Cohen, Kobi 2 2020 A MIMO version of the Reed-Yu detector and its connection to the Wilks lambda and hotelling \(T^2\) statistics. Zbl 07590938Butler, Ronald W.; Pakrooh, Pooria; Scharf, Louis L. 2 2020 Global synchronization of pulse-coupled oscillator networks under Byzantine attacks. Zbl 07590955Wang, Zhenqian; Wang, Yongqiang 2 2020 Guaranteed recovery of one-hidden-layer neural networks via cross entropy. Zbl 07590960Fu, Haoyu; Chi, Yuejie; Liang, Yingbin 2 2020 Blind audio source separation with minimum-volume beta-divergence NMF. Zbl 07590972Leplat, Valentin; Gillis, Nicolas; Ang, Andersen M. S. 2 2020 Improved most likely heteroscedastic Gaussian process regression via Bayesian residual moment estimator. Zbl 07590976Zhang, Qiu-Hu; Ni, Yi-Qing 2 2020 Frequency-domain prony method for autoregressive model identification and sinusoidal parameter estimation. Zbl 07590977Ando, Shigeru 2 2020 Spectrum cartography via coupled block-term tensor decomposition. Zbl 07590991Zhang, Guoyong; Fu, Xiao; Wang, Jun; Zhao, Xi-Le; Hong, Mingyi 2 2020 Deterministic completion of rectangular matrices using asymmetric Ramanujan graphs: exact and stable recovery. Zbl 07591003Burnwal, Shantanu Prasad; Vidyasagar, Mathukumalli 2 2020 Convergence of distributed stochastic variance reduced methods without sampling extra data. Zbl 07591013Cen, Shicong; Zhang, Huishuai; Chi, Yuejie; Chen, Wei; Liu, Tie-Yan 2 2020 Optimal resource allocation for asynchronous multiple targets tracking in heterogeneous radar networks. Zbl 07591019Yan, Junkun; Pu, Wenqiang; Zhou, Shenghua; Liu, Hongwei; Greco, Maria S. 2 2020 ...and 644 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 21,515 Authors 144 Wang, Zidong 61 Shi, Peng 50 Karimi, Hamid Reza 49 Gao, Huijun 46 Qian, Tao 45 Wei, Guoliang 45 Yang, Guanghong 44 Ding, Feng 41 Lam, James 38 Xu, Shengyuan 37 Shen, Bo 35 Alsaadi, Fuad Eid S. 34 Unser, Michael A. 32 Ho, Daniel W. C. 32 Li, Song 32 Liu, Fei 32 Ng, Michael Kwok-Po 32 Xie, Lihua 31 Dong, Hongli 31 Liu, Xiaohui 31 Xia, Yuanqing 30 Hu, Jun 30 Shu, Huisheng 29 Kundu, Debasis 29 Zhang, Qingling 28 Huang, Ting-Zhu 28 Park, Juhyun (Jessie) 27 Cao, Jinde 26 De Lathauwer, Lieven 26 Sun, Qiyu 26 Zhang, Huanshui 25 Ding, Derui 23 Shi, Ling 23 Xiu, Naihua 22 Aldroubi, Akram 22 Fu, Minyue 22 Linares-Pérez, Josefa 22 Tian, Engang 22 Zhao, Haiquan 22 Zheng, Wei Xing 21 Chen, Badong 21 Iiduka, Hideaki 21 Kulikov, Gennady Yur’evich 21 Liang, Jinling 21 Liu, Yurong 21 Ma, Chunsheng 21 Plonka, Gerlind 21 Yu, Li 20 Basin, Michael V. 20 Chen, Dongyan 20 Chen, Tongwen 20 Lu, Zhaosong 20 Ma, Lifeng 20 Príncipe, José Carlos 20 Su, Hongye 20 Yue, Dong 20 Zhang, Weihai 19 Averbuch, Amir Z. 19 Boche, Holger 19 Conti, Costanza 19 Fageot, Julien 19 García, Antonio G. 19 Gelb, Anne 19 Han, Qinglong 19 Tao, Ran 19 Wang, Qingwen 19 Wu, Zhengguang 19 Zhou, Donghua 18 Cai, Jian-Feng 18 Feng, Gang 18 Hermoso-Carazo, Aurora 18 Li, Bingzhao 18 Liu, Hongwei 18 Sun, Wenchang 18 Wang, Yue 18 Wu, Ligang 18 Yamada, Isao 18 Yin, Wotao 17 Ashino, Ryuichi 17 Ding, Steven X. 17 Jiang, Qingtang 17 Kutyniok, Gitta 17 Leng, Jinsong 17 Peng, Jigen 17 Qi, Liqun 17 Shi, Yang 17 Wei, Yimin 17 Zhong, Shou-Ming 16 Comon, Pierre 16 Gillis, Nicolas 16 Gribonval, Rémi 16 He, Xiao 16 Lu, Jian 16 Lu, Renquan 16 Peyré, Gabriel 16 Rauhut, Holger 16 Stanković, Ljubiša 16 Teo, Kok Lay 16 Wu, Hau-Tieng 16 Xiang, Zhengrong ...and 21,415 more Authors all top 5 Cited in 747 Journals 771 Automatica 511 Journal of the Franklin Institute 468 Circuits, Systems, and Signal Processing 431 Signal Processing 420 Mathematical Problems in Engineering 334 Applied and Computational Harmonic Analysis 284 Multidimensional Systems and Signal Processing 268 Applied Mathematics and Computation 212 International Journal of Wavelets, Multiresolution and Information Processing 201 Information Sciences 199 Journal of Computational and Applied Mathematics 186 International Journal of Systems Science. Principles and Applications of Systems and Integration 183 EURASIP Journal on Advances in Signal Processing 157 International Journal of Control 145 Pattern Recognition 143 Linear Algebra and its Applications 141 SIAM Journal on Imaging Sciences 137 The Annals of Statistics 137 Systems & Control Letters 133 SIAM Journal on Optimization 133 Journal of Mathematical Imaging and Vision 127 International Journal of Adaptive Control and Signal Processing 118 Computational Statistics and Data Analysis 115 Neural Computation 115 Journal of Machine Learning Research (JMLR) 112 The Journal of Fourier Analysis and Applications 111 International Journal of Robust and Nonlinear Control 107 Inverse Problems 102 Neural Networks 98 International Journal of Systems Science 98 Mathematical Programming. Series A. 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Simulation and Computation 28 Chaos 28 Entropy 28 Signal, Image and Video Processing 27 Bernoulli 27 Optimization and Engineering ...and 647 more Journals all top 5 Cited in 61 Fields 3,910 Information and communication theory, circuits (94-XX) 3,796 Systems theory; control (93-XX) 2,554 Statistics (62-XX) 2,542 Numerical analysis (65-XX) 1,990 Operations research, mathematical programming (90-XX) 1,972 Computer science (68-XX) 1,132 Harmonic analysis on Euclidean spaces (42-XX) 953 Probability theory and stochastic processes (60-XX) 795 Linear and multilinear algebra; matrix theory (15-XX) 533 Biology and other natural sciences (92-XX) 430 Calculus of variations and optimal control; optimization (49-XX) 337 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 333 Approximations and expansions (41-XX) 322 Operator theory (47-XX) 223 Ordinary differential equations (34-XX) 217 Functional analysis (46-XX) 212 Partial differential equations (35-XX) 174 Combinatorics (05-XX) 166 Dynamical systems and ergodic theory (37-XX) 139 Integral transforms, operational calculus (44-XX) 123 Quantum theory (81-XX) 121 Optics, electromagnetic theory (78-XX) 109 Real functions (26-XX) 105 Functions of a complex variable (30-XX) 96 Statistical mechanics, structure of matter (82-XX) 91 Geophysics (86-XX) 86 Number theory (11-XX) 86 Fluid mechanics (76-XX) 80 Special functions (33-XX) 68 Measure and integration (28-XX) 67 Mechanics of deformable solids (74-XX) 63 Mechanics of particles and systems (70-XX) 60 Abstract harmonic analysis (43-XX) 58 Differential geometry (53-XX) 45 Algebraic geometry (14-XX) 43 Integral equations (45-XX) 38 Difference and functional equations (39-XX) 38 Convex and discrete geometry (52-XX) 31 Commutative algebra (13-XX) 29 Global analysis, analysis on manifolds (58-XX) 24 Group theory and generalizations (20-XX) 21 Field theory and polynomials (12-XX) 17 Topological groups, Lie groups (22-XX) 16 Several complex variables and analytic spaces (32-XX) 14 Classical thermodynamics, heat transfer (80-XX) 14 Astronomy and astrophysics (85-XX) 13 General and overarching topics; collections (00-XX) 11 Associative rings and algebras (16-XX) 10 Mathematical logic and foundations (03-XX) 10 Geometry (51-XX) 10 General topology (54-XX) 8 History and biography (01-XX) 8 Order, lattices, ordered algebraic structures (06-XX) 8 Algebraic topology (55-XX) 7 Potential theory (31-XX) 7 Relativity and gravitational theory (83-XX) 6 Manifolds and cell complexes (57-XX) 5 Sequences, series, summability (40-XX) 4 Nonassociative rings and algebras (17-XX) 4 Mathematics education (97-XX) 1 Category theory; homological algebra (18-XX) Citations by Year