• DocumentCode
    46894
  • Title

    Vector Gaussian Two-Terminal Source Coding

  • Author

    Jia Wang ; Jun Chen

  • Author_Institution
    Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • Volume
    59
  • Issue
    6
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    3693
  • Lastpage
    3708
  • Abstract
    We derive a lower bound on each supporting line of the rate region of the vector Gaussian two-terminal CEO problem, which is a special case of the indirect vector Gaussian two-terminal source coding problem. The key technical ingredient is a new extremal inequality. It is shown that the lower bound coincides with the Berger-Tung upper bound in the high-resolution regime. Similar results are derived for the direct vector Gaussian two-terminal source coding problem.
  • Keywords
    Gaussian processes; source coding; vectors; Berger-Tung upper bound; CEO problem; direct vector Gaussian two-terminal source coding problem; extremal inequality; key technical ingredient; Covariance matrix; Entropy; Linear matrix inequalities; Nickel; Source coding; Upper bound; Vectors; CEO problem; MMSE; extremal inequality; multiterminal source coding; rate region;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2013.2245397
  • Filename
    6451279
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=46894