• DocumentCode
    938023
  • Title

    An MDP-Based Vertical Handoff Decision Algorithm for Heterogeneous Wireless Networks

  • Author

    Stevens-Navarro, Enrique ; Lin, Yuxia ; Wong, Vincent W S

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC
  • Volume
    57
  • Issue
    2
  • fYear
    2008
  • fDate
    3/1/2008 12:00:00 AM
  • Firstpage
    1243
  • Lastpage
    1254
  • Abstract
    The architecture for the Beyond 3rd Generation (B3G) or 4th Generation (4G) wireless networks aims at integrating various heterogeneous wireless access networks. One of the major design issues is the support of vertical handoff. Vertical handoff occurs when a mobile terminal switches from one network to another (e.g., from wireless local area network to code-division multiple-access 1x radio transmission technology). The objective of this paper is to determine the conditions under which vertical handoff should be performed. The problem is formulated as a Markov decision process with the objective of maximizing the total expected reward per connection. The network resources that are utilized by the connection are captured by a link reward function. A signaling cost is used to model the signaling and processing load incurred on the network when vertical handoff is performed. The value iteration algorithm is used to compute a stationary deterministic policy. For performance evaluation, voice and data applications are considered. The numerical results show that our proposed scheme performs better than other vertical handoff decision algorithms, namely, simple additive weighting, the technique for order preference by similarity to ideal solution, and Grey relational analysis.
  • Keywords
    3G mobile communication; 4G mobile communication; Markov processes; decision theory; iterative methods; radio access networks; 4G wireless network; B3G wireless network; MDP-based vertical handoff decision algorithm; Markov decision process; heterogeneous wireless access network; network resource utilization; stationary deterministic policy; value iteration algorithm; Handoff decision; Markov decision processes; Markov decision processes (MDPs); Vertical handoff; handoff decision; heterogeneous wireless networks; network selection; vertical handoff;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2007.907072
  • Filename
    4357402