{"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}
引用次数: 3
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.