协作无线网络中基于遗传算法的联合中继选择与认知频谱接入机制
Joint Relay Selection and Cognitive Spectrum Access Based on Genetic Algorithm in Cooperative Wireless Networks
在多源-多宿-多中继-多载波的协作无线通信网络中,最优联合中继选择与认知频谱接入是一个NP问题。本文基于遗传算法设计了一种高效、低复杂度的联合中继选择与认知频谱接入机制。仿真结果表明该机制可以快速收敛到准全局最优值,对应的系统容量和超过全局最优的98.5%。
he paper focuses on jointly optimal relay selection and cognitive spectrum access in hspace{1mm}cooperative hspace{1mm}wireless hspace{1mm}networks hspace{1mm}with hspace{1mm}multiple hspace{1mm}source hspace{1mm}nodes, multiple hspace{1mm}destination hspace{1.5mm}nodes, multiple hspace{0.5mm}potential hspace{0.5mm}relay hspace{0.5mm}nodes, hspace{0.5mm}and hspace{0.5mm}multiple sub-channels; The problem can be proven to be NP-HARD. Based on genetic algorithm, we design a low-computational-complexity scheme of joint hspace{1mm}relay hspace{1mm}selection hspace{1mm}and hspace{1mm}cognitive hspace{1mm}spectrum hspace{1mm}access. hspace{1mm}Simulation hspace{1mm}results hspace{1mm}indicate hspace{1mm}that, the scheme converges hspace{0.5mm}very hspace{0.5mm}fast hspace{0.5mm}in hspace{0.5mm}practice hspace{0.5mm}with hspace{0.5mm}achievable hspace{0.5mm}sum-capacity on average higher than 98.5% of the global optimum.
管章玉、徐加利
无线通信通信
协作通信中继选择认知频谱接入遗传算法
ooperative CommunicationRelay SelectionCognitive Spectrum AccessGenetic Algorithm
管章玉,徐加利.协作无线网络中基于遗传算法的联合中继选择与认知频谱接入机制[EB/OL].(2014-03-21)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201403-679.点此复制
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