{"title":"基于人工蜂群的低轨道卫星网络混合负载均衡算法","authors":"Xiaoheng Chen, Jiali Bian","doi":"10.1109/ICSESS54813.2022.9930229","DOIUrl":null,"url":null,"abstract":"With the development of satellite communication network, LEO satellite constellation network has become a hotspot. Due to the uneven distribution of traffic, which may cause the inter-satellite link congestion, load balance routing has become an important issue for LEO. To solve this problem, a hybrid routing algorithm ABC-HLBR is proposed, which combines global load balancing routing based on artificial bee colony with real-time 10-cal route dynamic adjustment based on two-hop link states. Simulation results show that the performance of network is improved by this algorithm in terms of the average end-to-end delay, the average drop rate and the total throughput.","PeriodicalId":265412,"journal":{"name":"2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Hybrid Load Balancing Algorithm Based on Artificial Bee Colony for LEO Satellite Networks\",\"authors\":\"Xiaoheng Chen, Jiali Bian\",\"doi\":\"10.1109/ICSESS54813.2022.9930229\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the development of satellite communication network, LEO satellite constellation network has become a hotspot. Due to the uneven distribution of traffic, which may cause the inter-satellite link congestion, load balance routing has become an important issue for LEO. To solve this problem, a hybrid routing algorithm ABC-HLBR is proposed, which combines global load balancing routing based on artificial bee colony with real-time 10-cal route dynamic adjustment based on two-hop link states. Simulation results show that the performance of network is improved by this algorithm in terms of the average end-to-end delay, the average drop rate and the total throughput.\",\"PeriodicalId\":265412,\"journal\":{\"name\":\"2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSESS54813.2022.9930229\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSESS54813.2022.9930229","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Hybrid Load Balancing Algorithm Based on Artificial Bee Colony for LEO Satellite Networks
With the development of satellite communication network, LEO satellite constellation network has become a hotspot. Due to the uneven distribution of traffic, which may cause the inter-satellite link congestion, load balance routing has become an important issue for LEO. To solve this problem, a hybrid routing algorithm ABC-HLBR is proposed, which combines global load balancing routing based on artificial bee colony with real-time 10-cal route dynamic adjustment based on two-hop link states. Simulation results show that the performance of network is improved by this algorithm in terms of the average end-to-end delay, the average drop rate and the total throughput.
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