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Intelligent handoff decision in radio heterogeneous network

GUO Qiang XU Xiang-hua WANG Ying-long

哈尔滨工业大学学报(英文版)2008,Vol.15Issue(6):741-746,6.
哈尔滨工业大学学报(英文版)2008,Vol.15Issue(6):741-746,6.

Intelligent handoff decision in radio heterogeneous network

Intelligent handoff decision in radio heterogeneous network

GUO Qiang 1XU Xiang-hua 2WANG Ying-long3

作者信息

  • 1. Shandong Economic University, Jinan 250014, China
  • 2. Shandong Computer Science Center,Jinan 250014 ,China
  • 3. Control Science and Engineering Institute, Shandong University, Jinan 250014,China
  • 折叠

摘要

Abstract

In order to improve the accuracy of vertical handoff decision for radio heterogeneous network, this paper proposes an intelligent adaptive multi-criteria vertical handoff (AMVHO) decision algorithm. This algo-rithm uses a fuzzy inference system (FIS) and a modified Elman neural network (MENN). The FIS adopts the crucial criteria of vertical handoff as input variables and makes handoff decision based on the defined rule base. The MENN helps to predict the number of users of the after-bandoff network, which is a pivotal variable of the FIS. Simulation results show that, compared with the conventional method, the AMVHO decision algorithm a-chieves better performance in guaranteeing the quality of service (QoS) of the after-handoff communication.

关键词

radio heterogeneous network/vertical handoff/fuzzy inference system/Elman neural network

Key words

radio heterogeneous network/vertical handoff/fuzzy inference system/Elman neural network

分类

信息技术与安全科学

引用本文复制引用

GUO Qiang,XU Xiang-hua,WANG Ying-long..Intelligent handoff decision in radio heterogeneous network[J].哈尔滨工业大学学报(英文版),2008,15(6):741-746,6.

基金项目

Sponsored by the National Natural Science Foundation of China(Grant No. 60802030) (Grant No. 60802030)

the Foundation for Outstanding Young Scientist in Shandong Prov-ince(2007BSC01002) and the Foundation of Key Program of Science and Technology in Shandong Province(2007GG2QT01007). (2007BSC01002)

哈尔滨工业大学学报(英文版)

1005-9113

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