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5G系统多目标优化小区预切换方法
引用本文:雷 芳,李欣超,张 航,韩才君.5G系统多目标优化小区预切换方法[J].电讯技术,2023(4):516-521.
作者姓名:雷 芳  李欣超  张 航  韩才君
作者单位:重庆邮电大学 通信与信息工程学院,重庆 400065
基金项目:教育部-中国移动科研基金(MCM201805-2)
摘    要:为了减少5G蜂窝网络中不必要的小区切换次数并提高用户平均吞吐量,提出了一种基于熵权的多目标优化小区预切换方案。多目标优化法将下行链路信干噪比、时延、预测驻留时间和小区可用资源作为切换指标,引入向量归一化技术并使用不同的方法处理有益指标与非有益指标,分析并预测最优目标切换小区从而达到预切换目的。与现有的切换方法比较,所提方案降低了排名异常的概率,在提高用户平均吞吐量的同时极大地减少了不必要的切换。

关 键 词:5G蜂窝网络  小区预切换  熵权法  多目标优化法

A multi-objective optimization cell pre-handover method for 5G system
LEI Fang,LI Xinchao,ZHANG Hang,HAN Caijun.A multi-objective optimization cell pre-handover method for 5G system[J].Telecommunication Engineering,2023(4):516-521.
Authors:LEI Fang  LI Xinchao  ZHANG Hang  HAN Caijun
Affiliation:School of Communication and Information Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,China
Abstract:In order to reduce unnecessary cell handover times and improve average throughput of users in 5G cellular networks,a multi-objective optimization cell pre-handover scheme based on entropy-weighted is proposed.Multi-objective optimization method takes downlink signal-to-interference-plus-noise ratio,delay,predicted resident time and available cell resources as handover indexes,introduces vector normalization technique,and uses different methods to deal with beneficial and non-beneficial indexes,analyzes and predicts the optimal target handover cell to achieve the purpose of pre-handover.Compared with the existing handover methods,the proposed scheme reduces the probability of abnormal ranking,improves the average throughput of users,and reduces the number of cell handover.
Keywords:5G cellular network  cell pre-handover  entropy-weighted method  multi-objective optimization method
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