• DocumentCode
    3752104
  • Title

    On introducing damping to Bayes optimal approximate message passing for compressed sensing

  • Author

    Kazushi Mimura

  • Author_Institution
    Department of Information Sciences, Hiroshima City University, Hiroshima 731-3194, Japan
  • fYear
    2015
  • Firstpage
    659
  • Lastpage
    662
  • Abstract
    Some damping methods are introduced to the Bayes optimal approximate message passing for compressed sensing. We show that these damping methods make the algorithm converge against a typical problem that algorithms without damping fail to converge by numerical experiments.
  • Keywords
    "Damping","Message passing","Convergence","Compressed sensing","Approximation algorithms","Sensors","Heuristic algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2015 Asia-Pacific
  • Type

    conf

  • DOI
    10.1109/APSIPA.2015.7415352
  • Filename
    7415352
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3752104