• DocumentCode
    3472204
  • Title

    An adaptive fuzzy predictor based handoff algorithm for heterogeneous network

  • Author

    Lin, Cheng-Jian ; Tsai, I-Ta ; Lee, Chi-Yung

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Chaoyang Univ. of Technol., Taichung, Taiwan
  • Volume
    2
  • fYear
    2004
  • fDate
    27-30 June 2004
  • Firstpage
    944
  • Abstract
    In the future, the mobile data networks must consist of several tiers that would overlap with each other. The goal of this paper is to propose a new handoff algorithm for heterogeneous network. The heterogeneous network consists of cellular phone network (i.e., GPRS and UMTS) and IEEE 802.11 wireless local area network (WLAN). The proposed algorithm is an adaptive fuzzy predictor based handoff algorithm that can adapt with the dynamic conditions in the heterogeneous network. First, we use fuzzy predictor to predict the received signal strength (RSS) in cellular phone network and WLAN. Second, we propose a fuzzy decision algorithm to determine the possibility of handoff according to fuzzy decision algorithm, Our approach shows an efficient solution on the issue of the handoff problem in heterogeneous networks, Therefore, the effort needs to be devoted to finding new handoff strategies, and the impact on the novel fuzzy reasoning handoff strategy is necessary.
  • Keywords
    IEEE standards; cellular radio; fuzzy set theory; fuzzy systems; neural nets; wireless LAN; IEEE 802.11 wireless local area network; adaptive fuzzy predictor; cellular phone network; fuzzy decision algorithm; handoff algorithm; heterogeneous network; mobile data networks; received signal strength; Bandwidth; Cellular networks; Chaotic communication; Computer science; Costs; Femtocell networks; Inference algorithms; Mobile communication; Prediction algorithms; Wireless LAN;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Information, 2004. Processing NAFIPS '04. IEEE Annual Meeting of the
  • Print_ISBN
    0-7803-8376-1
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2004.1337432
  • Filename
    1337432