Journal of Terahertz Science and Electronic Information Technology , Volume. 21, Issue 1, 65(2023)

An modified sparsity adaptive weak selection matching pursuit algorithm

ZHAO Hui1、*, WANG Ke1, ZHANG Wei1, and ZHANG Xiuzai2,3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(13)

    [2] [2] CANDES E J,ROMBERG J,TAO T. Robust uncertainty principles:exact signal reconstruction from highly incomplete frequency information[J]. IEEE Transactions on Information Theory, 2006,52(2):489-509.

    [3] [3] ZAYED A I, SCHMEISSER G. New perspectives on approximation and sampling theory, applied and numerical harmonic analysis[M]. Switzerland:Springer International Publishing, 2014.

    [4] [4] STOJANOVIC M. Efficient processing of acoustic signals for high-rate information transmission over sparse underwater channels[J]. Physical Communication, 2008,1(2):146-161.

    [5] [5] LI W,PREISIG J C. Estimation of rapidly time-varying sparse channels[J]. IEEE Journal of Oceanic Engineering, 2007,32(4): 927-939.

    [6] [6] COTTER S F,RAO B D. Sparse channel estimation via matching pursuit with application to equalization[J]. IEEE Transactions on Communications, 2002,50(3):374-377.

    [7] [7] TROPP J A,GILBERT A C. Signal recovery from random measurements via orthogonal matching pursuit[J]. IEEE Transactions on Information Theory, 2007,53(12):4655-4666.

    [8] [8] NEEDELL D, VERSHYNIN R. Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit[J]. IEEE Journal of Selected Topics in Signal Processing, 2007,4(2):310-316.

    [9] [9] DONOHO D L,TSAIG Y,DRORI I,et al. Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit[J]. IEEE Transactions on Information Theory, 2012,58(2):1094-1121.

    [10] [10] BLUMENSATH T, DAVIES M E. Stagewise weak gradient pursuits[J]. IEEE Transactions on Signal Processing, 2009, 57(11): 4333-4346.

    [11] [11] WANG J,KWON S.SHIM B. Generalized orthogonal matching pursuit[J]. IEEE Transactions on Signal Processing, 2012,60(12): 6202-6216.

    [12] [12] DAI W,MILENKOVIC O. Subspace pursuit for compressive sensing signal reconstruction[J]. IEEE Transactions on Information Theory, 2009,55(5):2230-2249.

    [13] [13] ZHAO L, LIU Y. A new generalized orthogonal matching pursuit method[J]. Journal of Electrical and Computer Engineering, 2017:1-7.

    [15] [15] DO T T,GAN L,NGUYEN N,et al. Sparsity adaptive matching pursuit algorithm for practical compressed sensing[C]// Asilomar Conference on Signals,Systems,and Computers. Pacific Grove,CA,USA:IEEE, 2008:581-587.

    Tools

    Get Citation

    Copy Citation Text

    ZHAO Hui, WANG Ke, ZHANG Wei, ZHANG Xiuzai. An modified sparsity adaptive weak selection matching pursuit algorithm[J]. Journal of Terahertz Science and Electronic Information Technology , 2023, 21(1): 65

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Sep. 8, 2020

    Accepted: --

    Published Online: Mar. 14, 2023

    The Author Email: Hui ZHAO (huizzhao@163.com)

    DOI:10.11805/tkyda2020439

    Topics