From Cellular Decision Making to Adaptive Handoff in Heterogeneous Wireless Networks

被引:5
|
作者
Tian, Daxin [1 ]
Wei, Jingyi [1 ]
Zhou, Jianshan [1 ]
Sheng, Zhengguo [2 ]
Chen, Min [3 ]
Ni, Qiang [4 ]
Leung, Victor C. M. [5 ]
机构
[1] Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing 100191, Peoples R China
[2] Univ Sussex, Dept Engn & Design, Richmond 3A09, Surrey, England
[3] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan 430074, Peoples R China
[4] Univ Lancaster, Sch Comp & Commun, Lancaster LA1 4WA, England
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
中国国家自然科学基金;
关键词
Heterogeneous wireless networks; quality of service; attractor selection model; multi-attribute decision making; SELECTION;
D O I
10.1109/LWC.2017.2748947
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Handoff decision making is critical for mobile users to reap potential benefits from heterogeneous wireless networks. This letter proposes a biologically inspired handoff decision-making method by mimicking the dynamics which govern the adaptive behavior of an Escherichia coli cell in a time-varying environment. With the goal of guaranteeing the quality of service (QoS), we formulate a utility function that covers the demands of a user's diverse applications and the time-varying network conditions. With this utility function, we map the dynamic heterogeneous environment to a cellular decision-making space, such that the user is induced by a cellular attractor selection mechanism to make distributed and robust handoff decisions. Furthermore, we also present a multi-attribute decision-making network selection algorithm for any user to determine an access network, which is integrated with the proposed bio-inspired decision-making mechanism. Simulation results are supplemented to show that the proposed method can achieve better QoS and fairness when it is compared with conventional methods.
引用
收藏
页码:2 / 5
页数:4
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