메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1558-1562

Performance tradeoffs for exact support recovery of sparse signals

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTICS; GAUSSIAN MULTIPLE-ACCESS CHANNELS; MATHEMATICAL TOOLS; MEASUREMENT NOISE; NOISY MEASUREMENTS; NONZERO ENTRIES; PERFORMANCE TRADE-OFF; SPARSE SIGNALS; SUFFICIENT AND NECESSARY CONDITION; SUFFICIENT CONDITIONS;

EID: 77955685352     PISSN: 21578103     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2010.5513492     Document Type: Conference Paper
Times cited : (4)

References (33)
  • 1
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • D. L. Donoho, "Compressed sensing," IEEE Trans. Inform. Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 3
    • 0031625511 scopus 로고    scopus 로고
    • Measures and algorithms for best basis selection
    • K. Kreutz-Delgado and B. D. Rao, "Measures and algorithms for best basis selection," Proc. ICASSP, vol. 3, pp. 1881-1884, 1998.
    • (1998) Proc. ICASSP , vol.3 , pp. 1881-1884
    • Kreutz-Delgado, K.1    Rao, B.D.2
  • 4
    • 78049360641 scopus 로고    scopus 로고
    • Algorithms for robust linear regression by exploiting the connection to sparse signal recovery
    • Y. Jin and B. D. Rao, "Algorithms for robust linear regression by exploiting the connection to sparse signal recovery," ICASSP, 2010.
    • (2010) ICASSP
    • Jin, Y.1    Rao, B.D.2
  • 5
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • S. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Trans. Sig. Proc, vol. 41, no. 12, pp. 3397-3415, 1993.
    • (1993) IEEE Trans. Sig. Proc , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 7
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIREV, vol. 43, no. 1, pp. 129-159, 2001.
    • (2001) SIREV , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 8
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. R. Statist. Soc. B, vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) J. R. Statist. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 9
    • 0031102203 scopus 로고    scopus 로고
    • Sparse signal reconstruction from limited data using focuss: A re-weighted norm minimization algorithm
    • I. Gorodnitsky and B. Rao, "Sparse signal reconstruction from limited data using focuss: A re-weighted norm minimization algorithm," IEEE Trans. Sig. Proc, vol. 45, no. 3, pp. 600-616, 1997.
    • (1997) IEEE Trans. Sig. Proc , vol.45 , Issue.3 , pp. 600-616
    • Gorodnitsky, I.1    Rao, B.2
  • 10
    • 3543103176 scopus 로고    scopus 로고
    • Sparse Bayesian learning for basis selection
    • August
    • D. Wipf and B. D. Rao, "Sparse bayesian learning for basis selection," IEEE Trans. Sig. Proc, vol. 52, no. 8, pp. 2153-2164, August 2004.
    • (2004) IEEE Trans. Sig. Proc , vol.52 , Issue.8 , pp. 2153-2164
    • Wipf, D.1    Rao, B.D.2
  • 12
    • 34547536546 scopus 로고    scopus 로고
    • Compressed sensing for wideband cognitive radios
    • Z. Tian and G. B. Giannakis, "Compressed sensing for wideband cognitive radios," ICASSP, pp. 1357-1360, 2007.
    • (2007) ICASSP , pp. 1357-1360
    • Tian, Z.1    Giannakis, G.B.2
  • 13
    • 33646365077 scopus 로고    scopus 로고
    • 1-norm solution is also the sparsest solution
    • 1-norm solution is also the sparsest solution," Comm. Pure Appl. Math, vol. 59, pp. 797-829, 2004.
    • (2004) Comm. Pure Appl. Math , vol.59 , pp. 797-829
    • Donoho, D.L.1
  • 14
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • E. J. Candes and T. Tao, "Decoding by linear programming," IEEE Trans. Inform. Theory, vol. 51, no. 12, pp. 4203-4215, 2005.
    • (2005) IEEE Trans. Inform. Theory , vol.51 , Issue.12 , pp. 4203-4215
    • Candes, E.J.1    Tao, T.2
  • 15
    • 5444237123 scopus 로고    scopus 로고
    • Greedy is good: Algorithmic results for sparse approximation
    • J. A. Tropp, "Greedy is good: Algorithmic results for sparse approximation," IEEE Trans. Info. Theo., vol. 50, no. 10, pp. 2231-2242, 2004.
    • (2004) IEEE Trans. Info. Theo. , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 16
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presense of noise
    • D. Donoho, M. Elad, and V. N. Temlyakov, "Stable recovery of sparse overcomplete representations in the presense of noise," IEEE Trans. Inform. Theory, vol. 52, no. 1, pp. 6-18, 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.1    Elad, M.2    Temlyakov, V.N.3
  • 17
    • 65749083666 scopus 로고    scopus 로고
    • 1-constrained quadratic programming (lasso)
    • 1-constrained quadratic programming (lasso)," IEEE Trans. Info. Theory, vol. 55, no. 5, pp. 2183-2202, 2009.
    • (2009) IEEE Trans. Info. Theory , vol.55 , Issue.5 , pp. 2183-2202
    • Wainwright, M.1
  • 18
    • 73849097267 scopus 로고    scopus 로고
    • Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting
    • Dec
    • -, "Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting," IEEE Trans. Info. Theo., Dec 2009.
    • (2009) IEEE Trans. Info. Theo.
  • 19
    • 70449505052 scopus 로고    scopus 로고
    • Necessary and sufficient conditions for sparsity pattern recovery
    • Dec
    • A. K. Fletcher, S. Rangan, and V. K. Goyal, "Necessary and sufficient conditions for sparsity pattern recovery," IEEE Transactions on Information Theory, vol. 55, no. 12, pp. 5758-5772, Dec 2009.
    • (2009) IEEE Transactions on Information Theory , vol.55 , Issue.12 , pp. 5758-5772
    • Fletcher, A.K.1    Rangan, S.2    Goyal, V.K.3
  • 20
    • 52349109674 scopus 로고    scopus 로고
    • Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement
    • W. Wang, M. J. Wainwright, and K. Ramchandran, "Information- theoretic limits on sparse signal recovery: Dense versus sparse measurement," Proc. of ISIT, pp. 2197-2201, 2008.
    • (2008) Proc. of ISIT , pp. 2197-2201
    • Wang, W.1    Wainwright, M.J.2    Ramchandran, K.3
  • 21
    • 73849138881 scopus 로고    scopus 로고
    • Shannon theoretic limits on noisy compressive sampling
    • M. Akcakaya and V. Tarokh, "Shannon theoretic limits on noisy compressive sampling," IEEE Transactions on Information Theory, vol. 56, no. 1, pp. 492-504, 2010.
    • (2010) IEEE Transactions on Information Theory , vol.56 , Issue.1 , pp. 492-504
    • Akcakaya, M.1    Tarokh, V.2
  • 22
    • 51449116423 scopus 로고    scopus 로고
    • Insights into the stable recovery of sparse solutions in overcomplete representations using network information theory
    • Y. Jin and B. D. Rao, "Insights into the stable recovery of sparse solutions in overcomplete representations using network information theory," ICASSP, 2008.
    • (2008) ICASSP
    • Jin, Y.1    Rao, B.D.2
  • 23
    • 84888077222 scopus 로고    scopus 로고
    • Performance limits of matching pursuit algorithms
    • -, "Performance limits of matching pursuit algorithms," ISIT, 2008.
    • (2008) ISIT
  • 26
    • 33645712308 scopus 로고    scopus 로고
    • Just relax: Convex programming methods for identifying sparse signal in noise
    • J. Tropp, "Just relax: Convex programming methods for identifying sparse signal in noise," IEEE Trans. Info. Theo., vol. 52, no. 3, 2006.
    • (2006) IEEE Trans. Info. Theo. , vol.52 , Issue.3
    • Tropp, J.1
  • 29
    • 0037399093 scopus 로고    scopus 로고
    • How much training is needed in multiple-antenna wireless links?
    • B. Hassibi and B. Hochwald, "How much training is needed in multiple-antenna wireless links?" IEEE Trans. Info. Theory, vol. 49, no. 4, 2003.
    • (2003) IEEE Trans. Info. Theory , vol.49 , Issue.4
    • Hassibi, B.1    Hochwald, B.2
  • 30
    • 0030242242 scopus 로고    scopus 로고
    • Nearest neighbor decoding for additive non-Gaussian noise channels
    • A. Lapidoth, "Nearest neighbor decoding for additive non-gaussian noise channels," IEEE Trans. Info. Theory, vol. 42, pp. 1520-1529, 1996.
    • (1996) IEEE Trans. Info. Theory , vol.42 , pp. 1520-1529
    • Lapidoth, A.1
  • 33
    • 23844477225 scopus 로고    scopus 로고
    • Sparse solutions to linear inverse problems with multiple measurement vectors
    • S. F. Cotter, B. D. Rao, K. Engan, and K. Kreutz-Delgado, "Sparse solutions to linear inverse problems with multiple measurement vectors," IEEE Trans. Sig. Proc, vol. 53, no. 7, pp. 2477-2488, 2005.
    • (2005) IEEE Trans. Sig. Proc , vol.53 , Issue.7 , pp. 2477-2488
    • Cotter, S.F.1    Rao, B.D.2    Engan, K.3    Kreutz-Delgado, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.