Xiaoqian Wang, Bei Liu, Xin Su, Xibin Xu, Limin Xiao
{"title":"基于进化博弈的5G多流量异构无线网络选择","authors":"Xiaoqian Wang, Bei Liu, Xin Su, Xibin Xu, Limin Xiao","doi":"10.1109/ICT.2019.8798772","DOIUrl":null,"url":null,"abstract":"Heterogeneous wireless network selection is considered as one of the key technologies to utilize the network resources in next generation communication networks. In this paper, we propose a network selection scheme with multiple traffics based on analytic hierarchy process (AHP) and evolutionary game. The utility function used in this paper is designed as a compromise between available capacity and other network attributes. After analyzing the dynamics of populations' behavior, the existence of evolutionary equilibrium is analyzed and proved by simulations. Simulations show that our scheme has a better performance of per-user switchings than the commonly used AHP scheme.","PeriodicalId":127412,"journal":{"name":"2019 26th International Conference on Telecommunications (ICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Evolutionary Game based Heterogeneous Wireless Network Selection with Multiple Traffics in 5G\",\"authors\":\"Xiaoqian Wang, Bei Liu, Xin Su, Xibin Xu, Limin Xiao\",\"doi\":\"10.1109/ICT.2019.8798772\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Heterogeneous wireless network selection is considered as one of the key technologies to utilize the network resources in next generation communication networks. In this paper, we propose a network selection scheme with multiple traffics based on analytic hierarchy process (AHP) and evolutionary game. The utility function used in this paper is designed as a compromise between available capacity and other network attributes. After analyzing the dynamics of populations' behavior, the existence of evolutionary equilibrium is analyzed and proved by simulations. Simulations show that our scheme has a better performance of per-user switchings than the commonly used AHP scheme.\",\"PeriodicalId\":127412,\"journal\":{\"name\":\"2019 26th International Conference on Telecommunications (ICT)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 26th International Conference on Telecommunications (ICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICT.2019.8798772\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 26th International Conference on Telecommunications (ICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICT.2019.8798772","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evolutionary Game based Heterogeneous Wireless Network Selection with Multiple Traffics in 5G
Heterogeneous wireless network selection is considered as one of the key technologies to utilize the network resources in next generation communication networks. In this paper, we propose a network selection scheme with multiple traffics based on analytic hierarchy process (AHP) and evolutionary game. The utility function used in this paper is designed as a compromise between available capacity and other network attributes. After analyzing the dynamics of populations' behavior, the existence of evolutionary equilibrium is analyzed and proved by simulations. Simulations show that our scheme has a better performance of per-user switchings than the commonly used AHP scheme.