• DocumentCode
    2395293
  • Title

    The application of improved Hadamard measurement matrix in compressed sensing

  • Author

    Sun, Rui ; Zhao, Honglin ; Xu, Hao

  • Author_Institution
    Commun. Res. Center, Harbin Inst. of Technol., Harbin, China
  • fYear
    2012
  • fDate
    19-20 May 2012
  • Firstpage
    1994
  • Lastpage
    1997
  • Abstract
    Measurement matrix design plays a very important role in the whole process of compressed sensing, for it determines the possibility of the signal compression and the receiver accuracy of the original signal reconstruction. This paper proposes an improved method to construct Hadamard measurement matrix after adequate study of compressed sensing. Simulation and verification is carried out and compared with the Hadamard measurement matrix before improved. The experimental results highly bear out that the proposed matrix has a better measure effect.
  • Keywords
    Hadamard matrices; signal reconstruction; Hadamard measurement matrix improvement; compressed sensing; signal compression; signal reconstruction; Compressed sensing; Image reconstruction; Matching pursuit algorithms; Matrix decomposition; PSNR; Sparse matrices; Vectors; Hadamad measurement matrix; compressed sensing; measure effect; measurement matrix design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Informatics (ICSAI), 2012 International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4673-0198-5
  • Type

    conf

  • DOI
    10.1109/ICSAI.2012.6223441
  • Filename
    6223441