期刊論文
| 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 | en |
| ISSN | 1572-834X |
| 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 | 是 |
| 國別 | NLD |
| 公開徵稿 | |
| 出版型式 | ,電子版,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/100874 ) |