Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network

被引:14
|
作者
Liu, Fang [1 ,2 ]
Zhu, Si-feng [3 ]
Chai, Zheng-yi [1 ]
Qi, Yu-tao [1 ,2 ]
Wu, Jian-she [2 ]
机构
[1] Xidian Univ, Sch Comp Sci & Technol, Xian 710071, Peoples R China
[2] Xidian Univ, Minist Educ China, Key Lab Intelligent Percept & Image Understanding, Xian 710071, Peoples R China
[3] Zhoukou Normal Univ, Dept Math & Informat Sci, Zhoukou 466001, Henan Province, Peoples R China
基金
中国博士后科学基金; 新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Multi-objective optimization immune algorithm; Vertical handoff decision problem;
D O I
10.1007/s11276-012-0481-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In heterogeneous wireless network environment, wireless local area network (WLAN) is usually deployed within the coverage of a cellular network to provide users with the convenience of seamless roaming among heterogeneous wireless access networks. Vertical handoffs between the WLAN and the cellular network maybe occur frequently. As for the vertical handoff performance, there is a critical requirement for developing algorithms for connection management and optimal resource allocation for seamless mobility. In this paper, we develop a mathematical model for vertical handoff decision problem, and propose a multi-objective optimization immune algorithm-based vertical handoff decision scheme. The proposed scheme can enable a wireless access network not only to balance the overall load among all base stations and access points but also maximize the collective battery lifetime of mobile terminals. Results based on a detailed performance evaluation study are also presented here to demonstrate the efficacy of the proposed scheme.
引用
收藏
页码:507 / 516
页数:10
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