{"title":"一种基于遗传算法和神经网络的无线局域网预测系统","authors":"Wen-Ching Chang, Chih-Hui Ko, Yang-Han Lee, Shiann-Tsong Sheu, Yu-Jie Zheng","doi":"10.1109/LCN.1999.802072","DOIUrl":null,"url":null,"abstract":"The integrated technology of a novel prediction system with a high prediction accuracy for indoor wireless LAN is proposed. Different from conventional methods, the genetic algorithm and neural network are employed to compute the environmental parameters and enhance the prediction accuracy, respectively.","PeriodicalId":265611,"journal":{"name":"Proceedings 24th Conference on Local Computer Networks. LCN'99","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A novel prediction system for wireless LAN based on the genetic algorithm and neural network\",\"authors\":\"Wen-Ching Chang, Chih-Hui Ko, Yang-Han Lee, Shiann-Tsong Sheu, Yu-Jie Zheng\",\"doi\":\"10.1109/LCN.1999.802072\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The integrated technology of a novel prediction system with a high prediction accuracy for indoor wireless LAN is proposed. Different from conventional methods, the genetic algorithm and neural network are employed to compute the environmental parameters and enhance the prediction accuracy, respectively.\",\"PeriodicalId\":265611,\"journal\":{\"name\":\"Proceedings 24th Conference on Local Computer Networks. LCN'99\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings 24th Conference on Local Computer Networks. LCN'99\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/LCN.1999.802072\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings 24th Conference on Local Computer Networks. LCN'99","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/LCN.1999.802072","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A novel prediction system for wireless LAN based on the genetic algorithm and neural network
The integrated technology of a novel prediction system with a high prediction accuracy for indoor wireless LAN is proposed. Different from conventional methods, the genetic algorithm and neural network are employed to compute the environmental parameters and enhance the prediction accuracy, respectively.
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