-
1
-
-
85032750937
-
An introduction to compressive sampling
-
Mar.
-
E. J. Candès and M. BWakin, "An introduction to compressive sampling, " IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 21-30, Mar. 2008.
-
(2008)
IEEE Signal Processing Magazine
, vol.25
, Issue.2
, pp. 21-30
-
-
Candès, E.J.1
Wakin, B.M.2
-
4
-
-
78249235965
-
A generalized cauchy distribution framework for problems requiring robust behavior
-
R. E. Carrillo, T. C. Aysal, and K. E. Barner, "A generalized Cauchy distribution framework for problems requiring robust behavior, " EURASIP Journal on Advances in Signal Processing, vol. 2010, no. Article ID 312989, pp. 19 pages, 2010.
-
(2010)
EURASIP Journal on Advances in Signal Processing
, vol.2010
, pp. 19
-
-
Carrillo, R.E.1
Aysal, T.C.2
Barner, K.E.3
-
5
-
-
0036887830
-
On some detection and estimation problems in heavy-tailed noise
-
Dec.
-
A. Swami and B. M. Sadler, "On some detection and estimation problems in heavy-tailed noise, " Signal processing, ACM, vol. 82, no. 12, pp. 1829-1846, Dec. 2002.
-
(2002)
Signal Processing, ACM
, vol.82
, Issue.12
, pp. 1829-1846
-
-
Swami, A.1
Sadler, B.M.2
-
6
-
-
77949735208
-
Signal recovery from incomplete measurements in the presence of outliers
-
Nov.
-
B. Popilka, S. Setzer, and G. Steidl, "Signal recovery from incomplete measurements in the presence of outliers, " Inverse Problems and Imaging, vol. 1, no. 4, pp. 661-672, Nov. 2007.
-
(2007)
Inverse Problems and Imaging
, vol.1
, Issue.4
, pp. 661-672
-
-
Popilka, B.1
Setzer, S.2
Steidl, G.3
-
7
-
-
77953854541
-
Exact signal recovery from sparsely corrupted measurements through the pursuit of justice
-
Pacific Grove, CA, Nov.
-
J. Laska, M. Davenport, and R. G. Baraniuk, "Exact signal recovery from sparsely corrupted measurements through the pursuit of justice, " in Proceedings, IEEE Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Nov. 2009.
-
(2009)
Proceedings, IEEE Asilomar Conference on Signals, Systems and Computers
-
-
Laska, J.1
Davenport, M.2
Baraniuk, R.G.3
-
8
-
-
84860244375
-
Recovery of sparsely corrupted signals
-
C. Studer, P. Kuppinger, G. Pope, and H. Bolcskei, "Recovery of sparsely corrupted signals, " IEEE Transactions on Information Theory, vol. 58, no. 5, pp. 3115-3130, 2012.
-
(2012)
IEEE Transactions on Information Theory
, vol.58
, Issue.5
, pp. 3115-3130
-
-
Studer, C.1
Kuppinger, P.2
Pope, G.3
Bolcskei, H.4
-
9
-
-
78049360641
-
Algorithms for robust linear regression by exploiting the connection to sparse signal recovery
-
Dallas, TX, Mar.
-
Y. Jin and B. D. Rao, "Algorithms for robust linear regression by exploiting the connection to sparse signal recovery, " in Proceedings, IEEE ICASSP, Dallas, TX, Mar. 2010.
-
(2010)
Proceedings, IEEE ICASSP
-
-
Jin, Y.1
Rao, B.D.2
-
10
-
-
84858326764
-
Robust nonparametric regression via sparsity control with application to load curve data cleansing
-
June
-
G. Mateos and G. B. Giannakis, "Robust nonparametric regression via sparsity control with application to load curve data cleansing, " IEEE Transactions on Signal Processing, vol. 60, no. 4, pp. 1571-1584, June 2012.
-
(2012)
IEEE Transactions on Signal Processing
, vol.60
, Issue.4
, pp. 1571-1584
-
-
Mateos, G.1
Giannakis, G.B.2
-
11
-
-
84873913036
-
Analysis of sparse regularization based robust regression approaches
-
May
-
K. Mitra, A. Veeraraghavan, and R. Chellappa, "Analysis of sparse regularization based robust regression approaches, " IEEE Transactions on Signal Processing, vol. 61, no. 5, pp. 1249-1257, May 2013.
-
(2013)
IEEE Transactions on Signal Processing
, vol.61
, Issue.5
, pp. 1249-1257
-
-
Mitra, K.1
Veeraraghavan, A.2
Chellappa, R.3
-
12
-
-
77949756303
-
Robust sampling and reconstruction methods for sparse signals in the presence of impulsive noise
-
Apr.
-
R. E. Carrillo, K. E. Barner, and T. C. Aysal, "Robust sampling and reconstruction methods for sparse signals in the presence of impulsive noise, " IEEE Journal of Selected Topics in Signal Processing, vol. 4, no. 2, pp. 392-408, Apr. 2010.
-
(2010)
IEEE Journal of Selected Topics in Signal Processing
, vol.4
, Issue.2
, pp. 392-408
-
-
Carrillo, R.E.1
Barner, K.E.2
Aysal, T.C.3
-
13
-
-
84883794080
-
Lorentzian iterative hard thresholding: Robust compressed sensing with prior information
-
Oct.
-
R. E. Carrillo and K. E. Barner, "Lorentzian iterative hard thresholding: Robust compressed sensing with prior information, " IEEE Transactions on Signal Processing, vol. 61, no. 19, pp. 4822-4833, Oct. 2013.
-
(2013)
IEEE Transactions on Signal Processing
, vol.61
, Issue.19
, pp. 4822-4833
-
-
Carrillo, R.E.1
Barner, K.E.2
-
14
-
-
84867563288
-
Reconstruction of sparse signals from l1 dimensionality-reduced cauchy random-projections
-
A. B. Ramirez, G. R. Arce, D. Otero, J. Paredes, and B. M. Sadler, "Reconstruction of sparse signals from l1 dimensionality-reduced cauchy random-projections, " IEEE Transactions on Signal Processing, vol. 60, no. 11, pp. 5725-5737, 2012.
-
(2012)
IEEE Transactions on Signal Processing
, vol.60
, Issue.11
, pp. 5725-5737
-
-
Ramirez, A.B.1
Arce, G.R.2
Otero, D.3
Paredes, J.4
Sadler, B.M.5
-
15
-
-
79957508877
-
Compressive sensing signal reconstruction by weighted median regression estimates
-
J. Paredes and G. R. Arce, "Compressive sensing signal reconstruction by weighted median regression estimates, " IEEE Transactions on Signal Processing, vol. 59, no. 6, pp. 2585-2601, 2011.
-
(2011)
IEEE Transactions on Signal Processing
, vol.59
, Issue.6
, pp. 2585-2601
-
-
Paredes, J.1
Arce, G.R.2
-
16
-
-
84963968589
-
Robust greedy algorithms for compressed sensing
-
Bucharest, Rumania, Aug.
-
S. A. Razavi, E. Ollila, and V. Koivunen, "Robust greedy algorithms for compressed sensing, " in Proceedings, EUSIPCO, Bucharest, Rumania, Aug. 2012.
-
(2012)
Proceedings, EUSIPCO
-
-
Razavi, S.A.1
Ollila, E.2
Koivunen, V.3
-
17
-
-
84963971589
-
Robust linear regression analysis: The greedy way
-
Lisbon, Portugal, Sept.
-
G. Papageorgiou, P. Bouboulis, S. Theodoridis, and K. Themelis, "Robust linear regression analysis: The greedy way, " in Proceedings, EUSIPCO, Lisbon, Portugal, Sept. 2014.
-
(2014)
Proceedings, EUSIPCO
-
-
Papageorgiou, G.1
Bouboulis, P.2
Theodoridis, S.3
Themelis, K.4
-
18
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. J. Candès, "The restricted isometry property and its implications for compressed sensing, " Compte Rendus de l'Academie des Sciences, Paris, Series I, pp. 589-593, 2008.
-
(2008)
Compte Rendus de l'Academie des Sciences, Paris, Series i
, pp. 589-593
-
-
Candès, E.J.1
-
19
-
-
55649115527
-
A simple proof of the restricted isometry property for random matrices
-
Dec.
-
R. Baraniuk, M. Davenport, R. DeVore, and M. Walkin, "A simple proof of the restricted isometry property for random matrices, " Constructive Approximation, vol. 28, no. 3, pp. 253-263, Dec. 2008.
-
(2008)
Constructive Approximation
, vol.28
, Issue.3
, pp. 253-263
-
-
Baraniuk, R.1
Davenport, M.2
DeVore, R.3
Walkin, M.4
-
21
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Dec.
-
J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit, " IEEE Transactions on Information Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
-
(2007)
IEEE Transactions on Information Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.A.1
Gilbert, A.C.2
-
22
-
-
62749175137
-
Cosamp: Iterative signal recovery from incomplete and inaccurate samples
-
Apr.
-
D. Needell and J. A. Tropp, "Cosamp: Iterative signal recovery from incomplete and inaccurate samples, " Applied Computational Harmonic Analysis, vol. 26, no. 3, pp. 301-321, Apr. 2008.
-
(2008)
Applied Computational Harmonic Analysis
, vol.26
, Issue.3
, pp. 301-321
-
-
Needell, D.1
Tropp, J.A.2
-
23
-
-
77949703326
-
Normalized iterative hard thresholding: Guaranteed stability and performance
-
Apr.
-
T. Blumensath and M. E. Davies, "Normalized iterative hard thresholding: guaranteed stability and performance, " IEEE Journal of Selected Topics in Signal Processing, vol. 4, no. 2, pp. 298-309, Apr. 2010.
-
(2010)
IEEE Journal of Selected Topics in Signal Processing
, vol.4
, Issue.2
, pp. 298-309
-
-
Blumensath, T.1
Davies, M.E.2
-
25
-
-
79952307213
-
Alternating direction algorithms for l1-problems in compressive sensing
-
J. Yang and Y. Zhang, "Alternating direction algorithms for l1-problems in compressive sensing, " SIAM Journal on Scientific Computing, vol. 33, no. 1, pp. 250-278, 2011.
-
(2011)
SIAM Journal on Scientific Computing
, vol.33
, Issue.1
, pp. 250-278
-
-
Yang, J.1
Zhang, Y.2
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