메뉴 건너뛰기




Volumn 59, Issue 5, 2011, Pages 2002-2016

Sparsity-cognizant total least-squares for perturbed compressive sampling

Author keywords

Direction of arrival estimation; errors in variables models; sparsity; spectrum sensing; total least squares

Indexed keywords

DIRECTION OF ARRIVAL ESTIMATION; ERRORS IN VARIABLES; SPARSITY; SPECTRUM SENSING; TOTAL LEAST SQUARES;

EID: 79954496453     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2011.2109956     Document Type: Article
Times cited : (413)

References (33)
  • 1
    • 6944233968 scopus 로고    scopus 로고
    • Computational experience with a new class of convex underestimators: Box-constrained NLP problems
    • Jul.
    • I. G. Akrotirianakis and C. A. Floudas, "Computational experience with a new class of convex underestimators: Box-constrained NLP problems," J. Global Optim., vol. 29, no. 3, pp. 249-264, Jul. 2004.
    • (2004) J. Global Optim. , vol.29 , Issue.3 , pp. 249-264
    • Akrotirianakis, I.G.1    Floudas, C.A.2
  • 3
    • 85032751965 scopus 로고    scopus 로고
    • Compressive sensing
    • Jul.
    • R. G. Baraniuk, "Compressive sensing," IEEE Signal Process. Mag., vol. 24, no. 4, pp. 118-121, Jul. 2007.
    • (2007) IEEE Signal Process. Mag. , vol.24 , Issue.4 , pp. 118-121
    • Baraniuk, R.G.1
  • 4
    • 77953866473 scopus 로고    scopus 로고
    • Distributed spectrum sensing for cognitive radio networks by exploiting sparsity
    • Mar.
    • J. A. Bazerque and G. B. Giannakis, "Distributed spectrum sensing for cognitive radio networks by exploiting sparsity," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1847-1862, Mar. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.3 , pp. 1847-1862
    • Bazerque, J.A.1    Giannakis, G.B.2
  • 5
    • 34247386378 scopus 로고    scopus 로고
    • Finding a global optimal solution for a quadratically constrained fractional quadratic problem with applications to the regularized total least squares
    • DOI 10.1137/040616851
    • A. Beck, A. Ben-Tal, and M. Teboulle, "Finding a global optimal solution for a quadratically constrained fractional quadratic problem with applications to the regularized total least squares," SIAM J. Matrix Anal. Appl., vol. 28, no. 2, pp. 425-445, 2006. (Pubitemid 46639150)
    • (2006) SIAM Journal on Matrix Analysis and Applications , vol.28 , Issue.2 , pp. 425-445
    • Beck, A.1    Ben-Tal, A.2    Teboulle, M.3
  • 6
    • 77954545382 scopus 로고    scopus 로고
    • Sparse channel estimation for multicarrier underwater acoustic communication: From subspace methods to compressed sensing
    • Mar.
    • C. R. Berger, S. Zhou, J. C. Preisig, and P.Willett, "Sparse channel estimation for multicarrier underwater acoustic communication: From subspace methods to compressed sensing," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1708-1721, Mar. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.3 , pp. 1708-1721
    • Berger, C.R.1    Zhou, S.2    Preisig, J.C.3    Willett, P.4
  • 8
    • 42649140570 scopus 로고    scopus 로고
    • The restricted isometry property and its implications for compressed sensing
    • E. J. Candès, "The restricted isometry property and its implications for compressed sensing," Comptes Rendus Mathematique, vol. 346, no. 9-10, pp. 589-592, 2008.
    • (2008) Comptes Rendus Mathematique , vol.346 , Issue.9-10 , pp. 589-592
    • Candès, E.J.1
  • 9
    • 84863771982 scopus 로고    scopus 로고
    • Distributed target localization via spatial sparsity
    • Lausanne, Switzerland, Aug. 25-29
    • V. Cevher,M. F. Duarte, and R. G. Baraniuk, "Distributed target localization via spatial sparsity," presented at the 16th Eur. Signal Process. Conf., Lausanne, Switzerland, Aug. 25-29, 2008.
    • (2008) 16th Eur. Signal Process. Conf.
    • Cevher, V.1    Duarte, M.F.2    Baraniuk, R.G.3
  • 10
    • 78049341904 scopus 로고    scopus 로고
    • Effects of basis-mismatch in compressive sampling of continuous sinusoidal signals
    • Wuhan, China, May 21-24
    • D.H. Chae, P. Sadeghi, and R.A. Kennedy, "Effects of basis-mismatch in compressive sampling of continuous sinusoidal signals," presented at the 2nd Int. Conf. Future Comput. Commun., Wuhan, China, May 21-24, 2010.
    • (2010) 2nd Int. Conf. Future Comput. Commun.
    • Chae, D.H.1    Sadeghi, P.2    Kennedy, R.A.3
  • 13
    • 0038303626 scopus 로고    scopus 로고
    • Application of total least squares (TLS) to the design of sparse signal representation dictionaries
    • Pacific Grove, CA, Nov. 3-6
    • S. F. Cotter and B. D. Rao, "Application of total least squares (TLS) to the design of sparse signal representation dictionaries," presented at the Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 3-6, 2002.
    • (2002) Asilomar Conf. Signals, Syst., Comput.
    • Cotter, S.F.1    Rao, B.D.2
  • 14
    • 0000181889 scopus 로고
    • On nonlinear fractional programming
    • Mar.
    • W. Dinkelbach, "On nonlinear fractional programming," Manag. Sci., vol. 13, no. 7, pp. 492-498, Mar. 1967.
    • (1967) Manag. Sci. , vol.13 , Issue.7 , pp. 492-498
    • Dinkelbach, W.1
  • 15
    • 1542784498 scopus 로고    scopus 로고
    • Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
    • J. Fan and R. Li, "Variable selection via nonconcave penalized likelihood and its oracle properties," J. Amer. Statist. Assoc., vol. 96, no. 456, pp. 1348-1360, Dec. 2001. (Pubitemid 33695585)
    • (2001) Journal of the American Statistical Association , vol.96 , Issue.456 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 16
    • 0032735183 scopus 로고    scopus 로고
    • Multipath time-delay detection and estimation
    • Jan.
    • J.-J. Fuchs, "Multipath time-delay detection and estimation," IEEE Trans. Signal Process., vol. 47, no. 1, pp. 237-243, Jan. 1999.
    • (1999) IEEE Trans. Signal Process. , vol.47 , Issue.1 , pp. 237-243
    • Fuchs, J.-J.1
  • 17
    • 0035309909 scopus 로고    scopus 로고
    • On the application of the global matched filter to DOA estimation with uniform circular arrays
    • DOI 10.1109/78.912914, PII S1053587X01022383
    • J.-J. Fuchs, "On the application of the global matched filter to DOA estimation with uniform circular arrays," IEEE Trans. Signal Process., vol. 49, no. 4, pp. 702-709, Apr. 2001. (Pubitemid 32407252)
    • (2001) IEEE Transactions on Signal Processing , vol.49 , Issue.4 , pp. 702-709
    • Fuchs, J.-J.1
  • 18
    • 13344267706 scopus 로고
    • Regularization tools: AMatlab package for analysis and solution of discrete ill-posed problems
    • Mar.
    • P. C. Hansen, "Regularization tools: AMatlab package for analysis and solution of discrete ill-posed problems," Numer. Algorithms, vol. 6, no. 1, pp. 1-35, Mar. 1994.
    • (1994) Numer. Algorithms , vol.6 , Issue.1 , pp. 1-35
    • Hansen, P.C.1
  • 20
    • 77949674991 scopus 로고    scopus 로고
    • General deviants: An analysis of perturbations in compressive sensing
    • Apr.
    • M. A. Herman and T. Strohmer, "General deviants: An analysis of perturbations in compressive sensing," IEEE J. Sel. Topics Signal Process., vol. 4, pp. 342-349, Apr. 2010.
    • (2010) IEEE J. Sel. Topics Signal Process. , vol.4 , pp. 342-349
    • Herman, M.A.1    Strohmer, T.2
  • 21
    • 0032166841 scopus 로고    scopus 로고
    • Weighted subspace fitting for general array error models
    • PII S1053587X98059601
    • M. Jansson, A. L. Swindlehurst, and B. Ottersten, "Weighted subspace fitting for general array error models," IEEE Trans. Signal Process., vol. 46, no. 9, pp. 2484-2498, Sep. 1998. (Pubitemid 128744092)
    • (1998) IEEE Transactions on Signal Processing , vol.46 , Issue.9 , pp. 2484-2498
    • Jansson, M.1    Lee Swindlehurst, A.2
  • 22
    • 25444450079 scopus 로고    scopus 로고
    • A sparse signal reconstruction perspective for source localization with sensor arrays
    • DOI 10.1109/TSP.2005.850882
    • D. M. Malioutov, M. Çetin, 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
  • 23
    • 34249825770 scopus 로고    scopus 로고
    • Overview of total least-squares methods
    • DOI 10.1016/j.sigpro.2007.04.004, PII S0165168407001405, Total Least Squares and Errors-in-Variables Modeling
    • I. Markovsky and S. Van Huffel, "Overview of total least-squares methods," Signal Process., vol. 87, no. 10, pp. 2283-2302, Oct. 2007. (Pubitemid 46855921)
    • (2007) Signal Processing , vol.87 , Issue.10 , pp. 2283-2302
    • Markovsky, I.1    Van Huffel, S.2
  • 24
    • 0033699468 scopus 로고    scopus 로고
    • Likelihood functions and confidence bounds for total-least-squares problems
    • Hilton Head Island, SC, Jun. 13-15
    • O. Nestares, D. J. Fleet, and D. J. Heeger, "Likelihood functions and confidence bounds for total-least-squares problems," presented at the Conf. Comput. Vision Pattern Recognit., Hilton Head Island, SC, Jun. 13-15, 2000.
    • (2000) Conf. Comput. Vision Pattern Recognit.
    • Nestares, O.1    Fleet, D.J.2    Heeger, D.J.3
  • 25
    • 69749101992 scopus 로고    scopus 로고
    • A nonquadratic regularization-based technique for joint SAR imaging and model error correction
    • N. Ö. Önhon and M. Çetin, "A nonquadratic regularization-based technique for joint SAR imaging and model error correction," in Proc. SPIE, 2009, vol. 7337.
    • (2009) Proc. SPIE , vol.7337
    • Önhon, N.Ö.1    Çetin, M.2
  • 26
    • 84950445313 scopus 로고
    • Cross-validation of regression models
    • Sep.
    • R. R. Picard and R. D. Cook, "Cross-validation of regression models," J. Amer. Statist. Assoc., vol. 79, no. 387, pp. 575-583, Sep. 1984.
    • (1984) J. Amer. Statist. Assoc. , vol.79 , Issue.387 , pp. 575-583
    • Picard, R.R.1    Cook, R.D.2
  • 27
    • 18244394807 scopus 로고    scopus 로고
    • Regularized total least squares based on quadratic eigenvalue problem solvers
    • DOI 10.1007/s10543-004-6024-8
    • D. M. Sima, S. Van Huffel, and G. H. Golub, "Regularized total least squares based on quadratic eigenvalue problem solvers," BIT Numer. Math., vol. 44, no. 4, pp. 793-812, Dec. 2004. (Pubitemid 40630141)
    • (2004) BIT Numerical Mathematics , vol.44 , Issue.4 , pp. 793-812
    • Sima, D.M.1    Van Huffel, S.2    Golub, G.H.3
  • 28
    • 0033296299 scopus 로고    scopus 로고
    • Using SeDuMi 1.02, a Matlab toolbox for optimization over symmetric cones
    • Aug., [Online]
    • J. F. Sturm, "Using SeDuMi 1.02, a Matlab toolbox for optimization over symmetric cones," Optim. Methods Software vol. 11-12, pp. 625-653, Aug. 1999 [Online]. Available: http://sedumi.mcmaster.ca
    • (1999) Optim. Methods Software , vol.11-12 , pp. 625-653
    • Sturm, J.F.1
  • 29
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Royal. Statist. Soc. B, vol. 58, pp. 267-288, 1996.
    • (1996) J. Royal. Statist. Soc. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 30
    • 0035533631 scopus 로고    scopus 로고
    • Convergence of a block coordinate descent method for nondifferentiable minimization
    • Jun.
    • P. Tseng, "Convergence of a block coordinate descent method for nondifferentiable minimization," J. Optim. Theory Appl., vol. 109, no. 3, pp. 475-494, Jun. 2001.
    • (2001) J. Optim. Theory Appl. , vol.109 , Issue.3 , pp. 475-494
    • Tseng, P.1
  • 31
    • 0003197493 scopus 로고
    • The total least squares problem: Computational aspects and analysis, ser
    • Philadelphia, PA: SIAM
    • S. Van Huffel and J. Vandewalle, The Total Least Squares Problem: Computational Aspects and Analysis, ser. Frontier in Applied Mathematics. Philadelphia, PA: SIAM, 1991, vol. 9.
    • (1991) Frontier in Applied Mathematics , vol.9
    • Van Huffel, S.1    Vandewalle, J.2
  • 32
    • 80051606046 scopus 로고    scopus 로고
    • Weighted and structured sparse total least-squares for perturbed compressive sampling
    • Prague, Czech Republic, May
    • H. Zhu, G. B. Giannakis, and G. Leus, "Weighted and structured sparse total least-squares for perturbed compressive sampling," presented at the Int. Conf. Acoust., Speech, Signal Process., Prague, Czech Republic, May 22-27, 2011.
    • (2011) Int. Conf. Acoust., Speech, Signal Process. , pp. 22-27
    • Zhu, H.1    Giannakis, G.B.2    Leus, G.3
  • 33
    • 33846114377 scopus 로고    scopus 로고
    • The adaptive Lasso and its oracle properties
    • Dec.
    • H. Zou, "The adaptive Lasso and its oracle properties," J. Amer. Statist. Assoc., vol. 101, no. 476, pp. 1418-1429, Dec. 2006.
    • (2006) J. Amer. Statist. Assoc. , vol.101 , Issue.476 , pp. 1418-1429
    • Zou, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.