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
Link To Document :
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