NSGA-II算法在室内覆盖优化中的应用
he application of the NSGA-II algorithm in indoor coverage optimization
随着室内无线系统在办公楼、工厂等相关环境中使用的增加，室内信号覆盖的问题逐渐被人们所重视起来，为了完成优化室内信号分布的目标，本文采用了NSGA-II算法来实现室内天线的布设，着重从算法和最终结果上进行优化，并将运行结果与传统算法进行对比。最终，无论从算法角度，室内覆盖结果，还是最终算法的适用性，NSGA-II都优于传统算法，这体现了NSGA-II算法的优越性，也表明了NSGA-II在室内覆盖优化中的应用价值。
s the increase of the use of the indoor planning system in buildings like factory, office and related enviroment, the optimization of the indoor antenna deployment become more and more important. In this paper, to accomplish the goal of potimizing the signal distribution, we use NSGA-II algorithm to finish the deployment of the antennas, especially in algorithm complexity and final results. At last, we found that no matter in algorithm complexity or final signal distribution, NSGA-II is better than the traditional one, which also shows the value of application of NSGA-II in indoor deployment optimization.
邵泽林、桑林
无线通信通信电子技术应用
室内覆盖优化NSGA-II信号分布
Indoor coverage optimizationNSGA-IIsignal distribution
邵泽林,桑林.NSGA-II算法在室内覆盖优化中的应用[EB/OL].(2017-03-30)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201703-403.点此复制
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