AHP and game theory based approach for network selection in heterogeneous wireless networks

Bin Liu, Hui Tian, Bin Wang, Bo Fan
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引用次数: 41

Abstract

Due to the lack of spectrum resources in wireless networks, to efficiently make use of the existing heterogeneous wireless networks is of significant importance. Network selection mechanism plays an important role for mobile users to target a network under the principle “always best connected (ABC)” in heterogeneous wireless environment. In this paper, a novel approach for network selection based on the combination of analytic hierarchy process (AHP) and bankruptcy game which is a special type of an N-person cooperative game is proposed and investigated. The AHP method takes the responsibility of evaluating weights of multiple decision criteria, which depends more on the consideration from the user side. On the other hand, the bankruptcy game is mainly used to assess the potentials of available candidate networks. Finally, the combination of AHP and bankruptcy game evaluates the potential contribution ratio (PCR) of each candidate network and the network with the largest PCR is selected.
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基于AHP和博弈论的异构无线网络网络选择方法
由于无线网络频谱资源的缺乏,有效利用现有的异构无线网络具有重要意义。在异构无线环境下,网络选择机制对移动用户在“始终最佳连接”原则下选择网络起着重要作用。本文提出并研究了一种基于层次分析法(AHP)和破产博弈(n人合作博弈的一种特殊类型)相结合的网络选择新方法。AHP方法承担了多个决策准则的权重评估责任,更多地依赖于用户方面的考虑。另一方面,破产博弈主要用于评估可用候选网络的潜力。最后,结合AHP和破产博弈对各候选网络的潜在贡献比(PCR)进行评估,选择PCR最大的网络。
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