{"title":"基于神经网络的自组网路由优化技术","authors":"Hua Yang, Zhimei Li","doi":"10.1109/ICCCNT.2017.8203920","DOIUrl":null,"url":null,"abstract":"DSR is one of the most important routing protocols in MANET. Because of the mobility of MANET, DSR routing is only one available route rather than an optimal situation, in this paper, Continuous Hopfield Neural Network is used to optimize the route to find an optimal or nearly-optimal route, which can improve the usability and survivability of MANET. The simulation results show that CHNN-DSR is more important than DSR in the measurement of throughput, end-to-end average delay and control overhead, have a clear advantage.","PeriodicalId":6581,"journal":{"name":"2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"1 1","pages":"1-6"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"A routing optimization technology based on neural networks in MANET\",\"authors\":\"Hua Yang, Zhimei Li\",\"doi\":\"10.1109/ICCCNT.2017.8203920\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"DSR is one of the most important routing protocols in MANET. Because of the mobility of MANET, DSR routing is only one available route rather than an optimal situation, in this paper, Continuous Hopfield Neural Network is used to optimize the route to find an optimal or nearly-optimal route, which can improve the usability and survivability of MANET. The simulation results show that CHNN-DSR is more important than DSR in the measurement of throughput, end-to-end average delay and control overhead, have a clear advantage.\",\"PeriodicalId\":6581,\"journal\":{\"name\":\"2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT)\",\"volume\":\"1 1\",\"pages\":\"1-6\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCCNT.2017.8203920\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCNT.2017.8203920","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A routing optimization technology based on neural networks in MANET
DSR is one of the most important routing protocols in MANET. Because of the mobility of MANET, DSR routing is only one available route rather than an optimal situation, in this paper, Continuous Hopfield Neural Network is used to optimize the route to find an optimal or nearly-optimal route, which can improve the usability and survivability of MANET. The simulation results show that CHNN-DSR is more important than DSR in the measurement of throughput, end-to-end average delay and control overhead, have a clear advantage.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
