• DocumentCode
    423506
  • Title

    Scheduling algorithms for downlink services in wireless networks: a Markov decision process approach

  • Author

    Massey, William A. ; Ramakrisluian, K.G. ; Aravamudan, M. ; Pai, G.

  • Author_Institution
    Eng. Quadrangle, Princeton Univ., NJ, USA
  • Volume
    6
  • fYear
    2004
  • fDate
    29 Nov.-3 Dec. 2004
  • Firstpage
    4038
  • Abstract
    We model the scheduling of emerging wireless data services as a Markov decision process. These services are characterized by real-time downlink data transfers such as those needed for personalized traffic, weather and business updates. Characterizing each differing service by its own time-criticality as well as reward and penalty values, we can numerically compute an optimal Markov decision scheduling rule for serving these requests. These computations suggest that we can formulate a simple near optimal rule for scheduling these services efficiently.
  • Keywords
    3G mobile communication; Markov processes; driver information systems; mobile radio; radio data systems; scheduling; 3G-wireless; Markov decision process approach; business updates; cognitive radio; downlink services; optimal Markov decision scheduling rule; penalty values; personalized traffic updates; real-time downlink data transfers; reward values; scheduling algorithms; service time-criticality; weather updates; wireless data services; wireless networks; Data engineering; Downlink; Intelligent networks; Optimal scheduling; Processor scheduling; Road transportation; Scheduling algorithm; Telecommunication traffic; Traffic control; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
  • Print_ISBN
    0-7803-8794-5
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2004.1379125
  • Filename
    1379125