Applying Genetic Algorithms to the Data Traffic Scheduling and Performance Analysis of a Long- Term Evolution System
學年 101
學期 1
發表日期 2012-11-01
作品名稱 Applying Genetic Algorithms to the Data Traffic Scheduling and Performance Analysis of a Long- Term Evolution System
作品名稱（其他語言）
著者 Sheu, Chorng-Ren; Jan, Yih-Guang; Lee, Wei-Chen; Tseng, Hsien-Wei; Lee, Yang-Han
作品所屬單位 淡江大學電機工程學系
出版者
會議名稱
會議地點 新北市, 臺灣
摘要 This study developed a superior transmission resource allocation method using genetic algorithms. The convergence properties of genetic algorithms were employed to increase the transmission resource use efficiency of a base station, allowing users to access wider bandwidths and improving the system throughput and packet service rates of a multicarrier operation. This study also determined the genetic algorithm convergence time and found that the convergence time required for actual calculation was significantly less than one radio frame duration. Finally, the resource allocation results were simulated with and without the genetic algorithm to compare the performance differences.
關鍵字 multicarrier operation;resource allocation;Genetic algorithm
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 20121101~20121107
通訊作者
國別 TWN
公開徵稿 Y
出版型式 電子版 紙本
出處 2012 IEEE International Symposium on Intelligent Signal Processing and Communication Systems(ISPACS 2012), pp.183-188
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