教師資料查詢 | 類別: 期刊論文 | 教師: 李揚漢 Lee Yang-han (瀏覽個人網頁)

標題:Applying Genetic Algorithms to the Data Traffic Scheduling and Performance Analysis of a Long-Term Evolution System
學年103
學期1
出版(發表)日期2014/10/22
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Tseng, Hsien-Wei; Lee, Yang-Han; Lee, Wei-Chen; Jan, Yih-Guang; Sheu, Chorng-Ren
單位電機工程學系暨研究所
出版者
著錄名稱、卷期、頁數Wireless Personal Communications, pp.387–403
摘要In this study it develops a superior transmission resource allocation method by using genetic algorithm. The convergence properties of genetic algorithm are employed to increase the transmission resource use efficiency of a base (station) to allow users to access wider bandwidth and to improve the system throughput and packet service rate. In this paper, it also studies the genetic algorithm convergent phenomena. The calculated system convergent time is significantly less than that of a long term evolution (LTE) frame duration. Finally, the system performances with and without implementing the genetic algorithm in resource allocations are simulated; their performances are compared to study the effectiveness of using the genetic algorithm in resource allocation.
關鍵字Genetic algorithm; Resource allocation; Multicarrier operation
語言英文
ISSN1572-834X
期刊性質國外
收錄於SCI;EI;
產學合作
通訊作者Yang-Han Lee
審稿制度
國別荷蘭
公開徵稿
出版型式,電子版,紙本
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