Title :
An access network selection algorithm based on hierarchy analysis and fuzzy evaluation
Author :
Chen, Yueyun ; Ai, Jing ; Tan, Zhenhui
Author_Institution :
State Key Lab. of Rail Traffic Control & Safety, Beijing Jiaotong Univ., Beijing, China
Abstract :
In this paper, we present a novel handoff selection algorithm based on hierarchy analysis and fuzzy evaluation, which is applied to solve the access network selection problem in the heterogeneous wireless network. Hierarchy analysis can effectively estimate the weights of evaluation factors. The evaluation matrix is built by analyzing the fuzzy evaluation model, in which RSS is introduced as a dynamic parameter. Finally, the optimum network is selected according to the comprehensive score obtained from the weights and the evaluation matrix. In order to avoid the unnecessary handoff selections, we present a method combining a hysteresis value based on the obtained score and a counter. The simulation results indicate the algorithm can make a more accurate choice according to the networks´ present status and user´s preference.
Keywords :
fuzzy set theory; matrix algebra; mobility management (mobile radio); radio access networks; RSS; access network selection algorithm; fuzzy evaluation model; handoff selection algorithm; heterogeneous wireless network; hierarchy analysis; matrix evaluation; Algorithm design and analysis; Diversity reception; Fuzzy control; Fuzzy sets; Hysteresis; Land mobile radio cellular systems; Quality of service; WiMAX; Wireless LAN; Wireless networks; Fuzzy Evaluation; Handoff Selection; Heterogeneous Network; Hierarchy Analysis;
Conference_Titel :
Wireless Communications & Signal Processing, 2009. WCSP 2009. International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4856-2
Electronic_ISBN :
978-1-4244-5668-0
DOI :
10.1109/WCSP.2009.5371696