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An adaptive vertical handover algorithm based on the analytic hierarchy process for heterogeneous networks

机译:基于层次分析的自适应垂直切换算法

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In heterogeneous networks, various environmental changes will affect the performance of vertical handover algorithms. Aiming at the above problem, this paper presents an adaptive vertical handover algorithm based on the Analytic Hierarchy Process (AHP). The proposed algorithm makes the handover decision according to a cost function. The cost function value is affected by following parameters including cost, security, power consumption, received signal strength and signal delay. The adaptive mechanism is introduced to adjust the weight values of above parameters dynamically. A heterogeneous network model of WLAN and UMTS is constructed to simulate the algorithm. With the same simulation scenario, we compare the proposed algorithm with the previous vertical handover algorithm using another adaptive method. Simulation results show that the proposed algorithm not only could obviously decrease the handover times, but also could reduce the handover delay and improve user experience.
机译:在异构网络中,各种环境变化都会影响垂直切换算法的性能。针对上述问题,本文提出了一种基于层次分析法的自适应垂直切换算法。所提出的算法根据成本函数做出切换决策。成本函数值受以下参数影响,这些参数包括成本,安全性,功耗,接收信号强度和信号延迟。引入自适应机制来动态调整上述参数的权重值。构建了WLAN和UMTS的异构网络模型来模拟该算法。在相同的模拟场景下,我们将提出的算法与使用另一种自适应方法的先前的垂直切换算法进行比较。仿真结果表明,该算法不仅可以明显减少切换时间,而且可以减少切换时延,改善用户体验。

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