• DocumentCode
    1632502
  • Title

    Capacity of distributed opportunistic scheduling in heterogeneous networks

  • Author

    Kampeas, Joseph ; Cohen, Asaf ; Gurewitz, Omer

  • Author_Institution
    Dept. of Commun. Syst. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
  • fYear
    2012
  • Firstpage
    1246
  • Lastpage
    1253
  • Abstract
    In this work, we design and analyze novel distributed scheduling algorithms for multi-user MIMO systems. In particular, we consider algorithms which do not require sending Channel State Information (CSI) to a central processing unit, nor do they require communication between the users themselves, yet, we prove their performance closely approximates that of a centrally-controlled system, which is able to schedule the strongest user in each time-slot. Our analysis is based on a novel application of the Point-Process approximation. This novel technique allows us to examine non-homogeneous cases, such as non-identically distributed users, or handling various Quality of Service (QoS) considerations, and give exact expressions for the capacity of the system under these schemes, solving analytically problems which to date had been open. Possible applications include, but are not limited to, modern 4G networks such as 3GPP LTE, or random access protocols.
  • Keywords
    MIMO communication; multiuser channels; quality of service; scheduling; telecommunication control; 3GPP LTE; QoS; centrally-controlled system; distributed opportunistic scheduling; heterogeneous networks; modern 4G networks; multiuser MIMO systems; nonhomogeneous cases; nonidentically distributed users; point-process approximation; quality of service; random access protocols; Approximation methods; Base stations; Gaussian distribution; Indexes; MIMO; Quality of service; Receivers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on
  • Conference_Location
    Monticello, IL
  • Print_ISBN
    978-1-4673-4537-8
  • Type

    conf

  • DOI
    10.1109/Allerton.2012.6483361
  • Filename
    6483361