基于模糊逻辑的集群系统垂直切换算法

Lu Zhang, Lu Ge, Xin Su, Jie Zeng
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引用次数: 11

摘要

本文提出了一种基于模糊逻辑的多属性切换算法。该算法以接收信号强度(RSS)、预测RSS、时延、网络负载和电池利用率为参数进行模糊逻辑系统设计,并通过灰色预测算法对模糊逻辑系统候选网络进行约简,利用模糊逻辑方法对参数进行处理,得到各网络参数隶属度的量化值。最后计算网络性能评价值,做出切换决策。同时,该算法考虑了组内用户的类型和优先级。通过建立仿真场景来测试算法的有效性,实验结果表明,本文提出的切换方案能够减少切换次数,保证QoS,降低网络负载。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy logic based vertical handover algorithm for trunking system
In this paper, we proposed a multiple attributes handover algorithm based on fuzzy logic. The algorithm utilizes received signal strength (RSS), forecasting RSS, delay, network loads and battery utilization as parameters to design of fuzzy logic system, and the candidate network of the fuzzy logic system is reduced by the gray prediction algorithm, using fuzzy logic method processed the parameters, and then obtain the quantized value of each network parameters membership. At last calculated network performance evaluation values to make a handover decision. Meanwhile, this algorithm considered the group user types and priority. We set up simulation scenarios to test the effectiveness of the algorithm, the experimental results showed that our proposed handover scheme can reduce the handover number, ensure QoS and reduce network load.
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