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    题名: Applying Genetic Algorithms to the Data Traffic Scheduling and Performance Analysis of a Long-Term Evolution System
    作者: Tseng, Hsien-Wei;Lee, Yang-Han;Lee, Wei-Chen;Jan, Yih-Guang;Sheu, Chorng-Ren
    贡献者: 電機工程學系暨研究所
    关键词: Genetic algorithm;Resource allocation;Multicarrier operation
    日期: 2014-10-22
    上传时间: 2015-03-16 17:49:42 (UTC+8)
    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.
    關聯: Wireless Personal Communications, pp.387–403
    DOI: 10.1007/s11277-014-2135-y
    显示于类别:[電機工程學系暨研究所] 期刊論文

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