• DocumentCode
    1908330
  • Title

    Probabilistic resource allocation and scheduling for multiuser communication systems

  • Author

    Johansson, Mathias

  • Author_Institution
    Uppsala Univ., Sweden
  • Volume
    6
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    3704
  • Abstract
    This paper describes how resource allocation and scheduling of users in a multiuser communication system, such as UMTS, can be used to enhance system throughput. More specifically, it suggests a framework based on probability theory for allocating base stations and time slots in the downlink, in order to maximize the average throughput. The decisions are based on knowledge of future channel capacities and the average amount of incoming data. It is demonstrated in simulations that the proposed scheduler achieves significant performance improvements over simple versions of traditional scheduling algorithms
  • Keywords
    cellular radio; channel capacity; multi-access systems; multiuser channels; probability; radio links; UMITS; average throughput; base stations; channel capacity; downlink; multiuser communication System; probabilistic resource allocation; probabilistic resource scheduling; probability theory; scheduling algorithms; simulations; third generation systems; time slots; Base stations; Channel capacity; Communication systems; Control systems; Downlink; Entropy; Radio control; Resource management; Throughput; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
  • Conference_Location
    San Antonio, TX
  • Print_ISBN
    0-7803-7206-9
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2001.966372
  • Filename
    966372