-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
DOI 10.1109/TIT.2005.862083
-
E. J. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006. (Pubitemid 43174093)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candes, E.J.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
Apr
-
D. L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.L.1
-
3
-
-
29144439194
-
Decoding by linear programming
-
DOI 10.1109/TIT.2005.858979
-
E. J. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inf. Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005. (Pubitemid 41800353)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candes, E.J.1
Tao, T.2
-
4
-
-
33847669280
-
Linear regression with a sparse parameter vector
-
DOI 10.1109/TSP.2006.887109
-
E. G. Larsson and Y. Selen, "Linear regression with a sparse parameter vector," IEEE Trans. Signal Process., vol. 55, no. 2, pp. 451-460, Feb. 2007. (Pubitemid 46351271)
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.2
, pp. 451-460
-
-
Larsson, E.G.1
Selen, Y.2
-
5
-
-
25444450079
-
A sparse signal reconstruction perspective for source localization with sensor arrays
-
DOI 10.1109/TSP.2005.850882
-
D. Malioutov, M. Cetin, and A. S. Willsky, "A sparse signal reconstruction perspective for source localization with sensor arrays," IEEE Trans. Signal Process., vol. 53, no. 8, pp. 3010-3022, Aug. 2005. (Pubitemid 41372811)
-
(2005)
IEEE Transactions on Signal Processing
, vol.53
, Issue.8
, pp. 3010-3022
-
-
Malioutov, D.1
Cetin, M.2
Willsky, A.S.3
-
6
-
-
30844441893
-
Signal reconstruction in sensor arrays using sparse representations
-
DOI 10.1016/j.sigpro.2005.05.033, PII S0165168405002252, Sparse Approximations in Signal and Image Processing
-
D. Model and M. Zibulevsky, "Signal reconstruction in sensor arrays using sparse representations," Signal Process., vol. 86, pp. 624-638, Mar. 2006. (Pubitemid 43106575)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 624-638
-
-
Model, D.1
Zibulevsky, M.2
-
7
-
-
0001616908
-
Uncertainty principles and signal recovery
-
D. L. Donoho and P. B. Stark, "Uncertainty principles and signal recovery," SIAM J. Appl. Math., vol. 49, no. 3, pp. 906-931, 1989.
-
(1989)
SIAM J. Appl. Math.
, vol.49
, Issue.3
, pp. 906-931
-
-
Donoho, D.L.1
Stark, P.B.2
-
8
-
-
47049098617
-
Recovering sparse signals using sparse measurement matrices in compressed DNA microarrays
-
Jun
-
F. Parvaresh, H. Vikalo, S. Misra, and B. Hassibi, "Recovering sparse signals using sparse measurement matrices in compressed DNA microarrays," IEEE J. Sel. Topics Signal Process., vol. 2, no. 3, pp. 275-285, Jun. 2008.
-
(2008)
IEEE J. Sel. Topics Signal Process.
, vol.2
, Issue.3
, pp. 275-285
-
-
Parvaresh, F.1
Vikalo, H.2
Misra, S.3
Hassibi, B.4
-
9
-
-
66849132093
-
High-resolution radar via compressed sensing
-
Jun
-
M. A. Herman and T. Strohmer, "High-resolution radar via compressed sensing," IEEE Trans. Signal Process., vol. 57, no. 6, pp. 2275-2284, Jun. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.6
, pp. 2275-2284
-
-
Herman, M.A.1
Strohmer, T.2
-
10
-
-
34547536546
-
Compressed sensing for wideband cognitive radios
-
DOI 10.1109/ICASSP.2007.367330, 4218361, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
-
Z. Tian and G. B. Giannakis "Compressed sensing for wideband cognitive radios," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP 2007), Honolulu, HI, Apr. 2007, pp. IV-1357-IV-1360. (Pubitemid 47178630)
-
(2007)
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
, vol.4
-
-
Tian, Z.1
Giannakis, G.B.2
-
11
-
-
78651364549
-
Multiobjective optimization of OFDM radar waveform for target detection
-
Feb
-
S. Sen, G. Tang, and A. Nehorai, "Multiobjective optimization of OFDM radar waveform for target detection," IEEE Trans. Signal Process., vol. 59, no. 2, pp. 639-652, Feb. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.2
, pp. 639-652
-
-
Sen, S.1
Tang, G.2
Nehorai, A.3
-
12
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. J. Candès "The restricted isometry property and its implications for compressed sensing," in Compte Rendus de l'Acad. Sci., Paris, Serie I, 2008, vol. 346, pp. 589-592.
-
(2008)
Compte Rendus de L'Acad. Sci., Paris, Serie i
, vol.346
, pp. 589-592
-
-
Candès, E.J.1
-
13
-
-
57349181932
-
Compressed sensing and best term approximation
-
Jul
-
A. Cohen, W. Dahmen, and R. DeVore, "Compressed sensing and best term approximation," J. Amer. Math. Soc., vol. 22, pp. 211-231, Jul. 2009.
-
(2009)
J. Amer. Math. Soc.
, vol.22
, pp. 211-231
-
-
Cohen, A.1
Dahmen, W.2
Devore, R.3
-
14
-
-
22144471532
-
Neighborliness of randomly projected simplices in high dimensions
-
D. L. Donoho and J. Tanner "Neighborliness of randomly projected simplices in high dimensions," in Proc. Nat. Acad. Sci. USA, 2005, vol. 102, no. 27, pp. 9452-9457.
-
Proc. Nat. Acad. Sci. USA, 2005
, vol.102
, Issue.27
, pp. 9452-9457
-
-
Donoho, D.L.1
Tanner, J.2
-
15
-
-
55649115527
-
A simple proof of the restricted isometry property for random matrices
-
R. DeVore, R. Baraniuk, M. Davenport, and M. B. Wakin, "A simple proof of the restricted isometry property for random matrices," Construct. Approx., vol. 28, no. 3, pp. 253-263, 2008.
-
(2008)
Construct. Approx.
, vol.28
, Issue.3
, pp. 253-263
-
-
Devore, R.1
Baraniuk, R.2
Davenport, M.3
Wakin, M.B.4
-
16
-
-
52349092455
-
On sparse reconstruction from Fourier and Gaussian measurements
-
M. Rudelson and R. Vershynin, "On sparse reconstruction from Fourier and Gaussian measurements," Commun. Pure and Appl. Math., vol. 61, pp. 1025-1045, 2008.
-
(2008)
Commun. Pure and Appl. Math.
, vol.61
, pp. 1025-1045
-
-
Rudelson, M.1
Vershynin, R.2
-
17
-
-
51449088938
-
Compressed sensing-probabilistic analysis of a null-space characterization
-
Las Vegas, NV, Mar.
-
M. Stojnic, W. Xu, and B. Hassibi, "Compressed sensing-probabilistic analysis of a null-space characterization," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP 2008), Las Vegas, NV, Mar. 2008, pp. 3377-3380.
-
(2008)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP 2008)
, pp. 3377-3380
-
-
Stojnic, M.1
Xu, W.2
Hassibi, B.3
-
18
-
-
34548514458
-
A direct formulation for sparse PCA using semidefinite programming
-
DOI 10.1137/050645506
-
A. d'Aspremont, L. El Ghaoui, M. Jordan, and G. R. G. Lanckriet, "A direct formulation for sparse PCA using semidefinite programming," SIAM Rev., vol. 49, no. 3, pp. 434-448, 2007. (Pubitemid 47377693)
-
(2007)
SIAM Review
, vol.49
, Issue.3
, pp. 434-448
-
-
D'Aspremont, A.1
El Ghaoui, L.2
Jordan, M.I.3
Lanckriet, G.R.G.4
-
19
-
-
79952762842
-
Testing the nullspace property using semidefinite programming
-
A. d'Aspremont and L. El Ghaoui, "Testing the nullspace property using semidefinite programming," Math. Program., vol. 127, no. 1, pp. 123-144, 2011.
-
(2011)
Math. Program.
, vol.127
, Issue.1
, pp. 123-144
-
-
D'aspremont, A.1
El Ghaoui, L.2
-
20
-
-
79952741165
-
On verifiable sufficient conditions for sparse signal recovery via minimization
-
A. Juditsky and A. Nemirovski, "On verifiable sufficient conditions for sparse signal recovery via minimization," Math. Program., vol. 127, no. 1, pp. 57-88, 2011.
-
(2011)
Math. Program.
, vol.127
, Issue.1
, pp. 57-88
-
-
Juditsky, A.1
Nemirovski, A.2
-
21
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
PII S1064827596304010
-
S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM J. Sci. Comp., vol. 20, no. 1, pp. 33-61, 1998. (Pubitemid 128689501)
-
(1998)
SIAM Journal of Scientific Computing
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
22
-
-
34548275795
-
The Dantzig selector: Statistical estimation when is much larger than
-
E. J. Candès and T. Tao, "The Dantzig selector: Statistical estimation when is much larger than," Ann. Statist., vol. 35, pp. 2313-2351, 2007.
-
(2007)
Ann. Statist.
, vol.35
, pp. 2313-2351
-
-
Candès, E.J.1
Tao, T.2
-
23
-
-
85194972808
-
Regression shrinkage and selection via LASSO
-
R. Tibshirani "Regression shrinkage and selection via LASSO," J. Roy. Statist. Soc. Ser. B, vol. 58, pp. 267-288.
-
J. Roy. Statist. Soc. Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
25
-
-
0035504028
-
Uncertainty principles and ideal atomic decomposition
-
DOI 10.1109/18.959265, PII S0018944801089465
-
D. L. Donoho and X. Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Trans. Inf. Theory, vol. 47, no. 7, pp. 2845-2862, Nov. 2001. (Pubitemid 33053488)
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.7
, pp. 2845-2862
-
-
Donoho, D.L.1
Huo, X.2
-
27
-
-
68649086910
-
Simultaneous analysis of Lasso and Dantzig selector
-
P. Bickel, Y. Ritov, and A. Tsybakov, "Simultaneous analysis of Lasso and Dantzig selector," Ann. Statist., vol. 37, no. 4, pp. 1705-1732, 2009.
-
(2009)
Ann. Statist.
, vol.37
, Issue.4
, pp. 1705-1732
-
-
Bickel, P.1
Ritov, Y.2
Tsybakov, A.3
-
28
-
-
50849132901
-
Discussion of the Dantzig selector: Statistical estimation when is much larger than E. J. Candès and T. Tao
-
P. J. Bickel, "Discussion of the Dantzig selector: Statistical estimation when is much larger than by E. J. Candès and T. Tao," Ann. Stat., vol. 35, pp. 2352-2357, 2007.
-
(2007)
Ann. Stat.
, vol.35
, pp. 2352-2357
-
-
Bickel, P.J.1
-
30
-
-
38849196916
-
Reconstruction and sub-Gaussian operators in asymptotic geometric analysis
-
Nov
-
S. Mendelson, A. Pajor, and N. Tomczak-Jaegermann, "Reconstruction and sub-Gaussian operators in asymptotic geometric analysis," Geometr. Funct. Analysis., pp. 1248-1282, Nov. 2007.
-
(2007)
Geometr. Funct. Analysis.
, pp. 1248-1282
-
-
Mendelson, S.1
Pajor, A.2
Tomczak-Jaegermann, N.3
-
32
-
-
81455159121
-
-
Dept. Elect. Syst. Eng.,Washington Univ., St. Louis, MO, Tech. Note
-
G. Tang, "The -CMSV for bounded orthonormal systems," Dept. Elect. Syst. Eng.,Washington Univ., St. Louis, MO, Tech. Note, 2011.
-
(2011)
The -CMSV for Bounded Orthonormal Systems
-
-
Tang, G.1
-
33
-
-
0001447701
-
Computational complexity of norm-maximization
-
H. Bodlaender, P. Gritzmann, V. Klee, and J. Leeuwen, "Computational complexity of norm-maximization," Combinatorica, vol. 10, pp. 203-225, 1990.
-
(1990)
Combinatorica
, vol.10
, pp. 203-225
-
-
Bodlaender, H.1
Gritzmann, P.2
Klee, V.3
Leeuwen, J.4
-
37
-
-
0001130234
-
A trust region method based on interior point techniques for nonlinear programming
-
R. H. Byrd, J. C. Gilbert, and J. Nocedal, "A trust region method based on interior point techniques for nonlinear programming," Math. Program., vol. 89, no. 1, pp. 149-185, 2000.
-
(2000)
Math. Program.
, vol.89
, Issue.1
, pp. 149-185
-
-
Byrd, R.H.1
Gilbert, J.C.2
Nocedal, J.3
-
38
-
-
0033471382
-
An interior point algorithm for large-scale nonlinear programming
-
PII S1052623497325107
-
R. H. Byrd, M. E. Hribar, and J. Nocedal, "An interior point algorithm for large-scale nonlinear programming," SIAM J. Optimiz., vol. 9, no. 4, pp. 877-900, 1999. (Pubitemid 129489310)
-
(1999)
SIAM Journal on Optimization
, vol.9
, Issue.4
, pp. 877-900
-
-
Byrd, R.H.1
Hribar, M.E.2
Nocedal, J.3
-
39
-
-
33645294357
-
An interior algorithm for nonlinear optimization that combines line search and trust region steps
-
R. A. Waltz, J. L. Morales, J. Nocedal, and D. Orban, "An interior algorithm for nonlinear optimization that combines line search and trust region steps," Math. Program., vol. 107, no. 3, pp. 391-408, 2006.
-
(2006)
Math. Program.
, vol.107
, Issue.3
, pp. 391-408
-
-
Waltz, R.A.1
Morales, J.L.2
Nocedal, J.3
Orban, D.4
-
40
-
-
0001154274
-
Cones of matrices and set-functions and 0-1 optimization
-
L. Lovász and A. Schrijver, "Cones of matrices and set-functions and 0-1 optimization," SIAM J. Optimiz., vol. 1, pp. 166-190, 1991.
-
(1991)
SIAM J. Optimiz.
, vol.1
, pp. 166-190
-
-
Lovász, L.1
Schrijver, A.2
-
41
-
-
0003169116
-
Interior point methods in semidefinite programming with applications to combinatorial optimization
-
F. Alizadeh, "Interior point methods in semidefinite programming with applications to combinatorial optimization," SIAM J. Optimiz., vol. 5, pp. 13-51, 1995.
-
(1995)
SIAM J. Optimiz.
, vol.5
, pp. 13-51
-
-
Alizadeh, F.1
-
42
-
-
0033296299
-
Using SEDUMI 1.0 aMATLAB toolbox for optimization over symmetric cones
-
J. Sturm, "Using SEDUMI 1.0 aMATLAB toolbox for optimization over symmetric cones," Optimiz. Methods and Software, vol. 11, pp. 625-653, 1999.
-
(1999)
Optimiz. Methods and Software
, vol.11
, pp. 625-653
-
-
Sturm, J.1
-
43
-
-
3142743708
-
Solving semidefinite-quadratic-linear programs using SDPT3
-
DOI 10.1007/s10107-002-0347-5
-
R. H. Tutuncu, K. C. Toh, and M. J. Todd, "Solving semidefinite- quadratic-linear programs using SDPT3," Math. Program. Ser. B, vol. 95, pp. 189-217, 2003. (Pubitemid 44757853)
-
(2003)
Mathematical Programming, Series B
, vol.95
, Issue.2
, pp. 189-217
-
-
Tutuncu, R.H.1
Toh, K.C.2
Todd, M.J.3
-
45
-
-
79952823272
-
Tight oracle inequalities for low-rank matrix recovery from a minimal number of noisy random measurements
-
Apr
-
E. J. Candès and Y. Plan, "Tight oracle inequalities for low-rank matrix recovery from a minimal number of noisy random measurements," IEEE Trans. Inf. Theory, vol. 57, no. 4, pp. 2342-2359, Apr. 2011.
-
(2011)
IEEE Trans. Inf. Theory
, vol.57
, Issue.4
, pp. 2342-2359
-
-
Candès, E.J.1
Plan, Y.2
|