| 研究生: |
李建霖 Li, Jian-Lin |
|---|---|
| 論文名稱: |
Femtocell系統下行消耗功率最小化 Minimum Power Consumption for Downlink Transmission in Femtocell System |
| 指導教授: |
郭文光
Kuo, Wen-Kuang |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電腦與通信工程研究所 Institute of Computer & Communication Engineering |
| 論文出版年: | 2016 |
| 畢業學年度: | 104 |
| 語文別: | 中文 |
| 論文頁數: | 38 |
| 中文關鍵詞: | 混合整數非線性規劃 、能量消耗 、分支切割法 |
| 外文關鍵詞: | MINLP, Power control, Branch and cut |
| 相關次數: | 點閱:169 下載:0 |
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近年來隨著網路的普及,人們對WIFI的需求是越來越重要,所以基地台架設的位置需要許多考量,本篇論文在探討架設室內基地台能源消耗的最佳化與分析。我們的原始模型是個混合整數非線性規劃(Mixed Integer Nonlinear Programming),是個NP-hard的問題,我們需要對原始模型做線性放鬆才有辦法求解,我們利用對數項目的近似、piecewise-RLT(Reformulation Linearization Technique)使所有限制條件從非線性轉換成線性。把模型化簡為混合整數線性規劃(Mixed Integer Linear Programming),再使用分支切割(Branch and cut)演算法以及CPLEX求解軟體來解決問題,最後求出原問題的最佳解。
Network is popular in recent year. Wifi is more important to people. Therefore, we need a lot of consideration for setting the base station location. We discuss and analysis energy consumption optimization of setting indoor base station in this study. The original model is a mixed integer nonlinear programming(MINLP). It is an NP-hard problem. We should make linear relaxation on it than we can solve it. We use approximation method of log term and piecewise-RLT(Reformulation Linearization Technique) to make all constraints converted from nonlinear to linear. The model is simplified to mixed integer linear programming(MILP). Then we use branch-and-cut algorithm and CPLEX software to solve the problem. Finally, we get the original problem optimal solution.
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校內:2021-08-02公開