• DocumentCode
    2905600
  • Title

    SAFS: A self adaptive fuzzy based scheduler for real time services in WiMAX system

  • Author

    Hedayati, F. Keshavarz ; Masoumzadeh, S.S. ; Khorsandi, S.

  • Author_Institution
    Electron., IT & Comput. Sci, Qazvin Islamic Azaa Univ., Qazvin, Iran
  • fYear
    2012
  • fDate
    21-23 June 2012
  • Firstpage
    247
  • Lastpage
    250
  • Abstract
    A critical part of the IEEE 802.16e MAC layer specification is scheduling. The scheduling mechanism has a significant effect on the performance of WiMAX systems for use of bandwidth and radio resources. In this paper, we propose a self-adaptive fuzzy based scheduler, and call this approach SAFS which respectively, adjust priority and transmission Quantum to each connection by taking the packet head-of-line latency and channel conditions of real time service users into account. Since, the relation between traffic specifications and network state is uncertain in wireless communication environment, we proposed a self-adaptive fuzzy inference system (FIS) to deal with imprecise input variables. The simulation results show that our adaptive scheme satisfies the maximum delay requirement and Throughput among the real time service connections in mobile WiMAX systems.
  • Keywords
    WiMax; access protocols; fuzzy reasoning; mobile radio; radio access networks; scheduling; telecommunication computing; IEEE 802.16e MAC layer specification; SAFS approach; WiMAX system; mobile WiMAX systems; network state; packet head-of-line latency; real time services; scheduling mechanism; self adaptive fuzzy based scheduler; self-adaptive fuzzy inference system; traffic specification; transmission quantum; wireless communication environment; Delay; IEEE 802.16 Standards; Quality of service; Real time systems; Scheduling; Scheduling algorithms; WiMAX; Quality of Service; Self-Adaptive Systems; WiMAX Scheduling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (COMM), 2012 9th International Conference on
  • Conference_Location
    Bucharest
  • Print_ISBN
    978-1-4577-0057-6
  • Type

    conf

  • DOI
    10.1109/ICComm.2012.6262584
  • Filename
    6262584