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研究生: 陳俊達
Chen, Chun-Ta
論文名稱: 應用賽局理論於綠色毫微微型網路之能源管理研究
Energy Management Game in Green Femtocell Networks
指導教授: 林輝堂
Lin, Hui-Tang
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: 2013
畢業學年度: 101
語文別: 中文
論文頁數: 53
中文關鍵詞: 能源效率通道干擾Stackelberg賽局貝氏法則效能函數
外文關鍵詞: Energy Efficiency, Channel Interference, Stackelberg Game, Bayes’ Rule, Utility Function
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  • 新世代的行動通訊網路上,能源損耗問題是為重要的議題。近年來,毫微微型網路被視為一套具有能源效率及低成本的技術可增進蜂巢網路上的系統容量與通訊覆蓋範圍。然而,毫微微型基地台與宏觀型基地台在沒有計畫性的能源調整下,會增加龐大能源的損耗,更甚至於在共用通道下而對使用者產生更大的訊號干擾。因此,本論文研究採用Stackelberg賽局來探討能源管理問題。假設宏觀型基地台為領導者,毫微微型基地台為追隨者,在宏觀型基地台與毫微微型基地台共存環境下,Stackelberg均衡可提供最佳能源策略。為了考慮毫微微型基地台之間的互動行為,本研究引用貝氏法則在基於各基地台的特性下,進而達到最佳的能源決策。模擬數據結果驗證所提出機制在各種網路環境中均可提供最佳的能源策略,同時相較於其他方法可達到較佳的能源效率。

    The energy consumption problem in the next generation wireless networks has become crucial. Femtocell networks have recently been considered as an energy-efficient and low-cost solution to improve cellular network capacity and coverage. However, unplanned and uncoordinated power adjustment of femtocell and macrocell base stations may increase the system energy consumption and cause co-channel interference. Accordingly, this study formulates this problem as a Stackelberg game with the marcrocell base station as the leader and the femtocell access points as the followers. The Stackelberg Equilibrium determines the optimal power strategies for the marcrocell and femtocell base stations. To characterize the interaction between femtocell base stations (i.e., followers), a Bayes’ rule is introduced to choose the best power level selection according to their individual features. Simulation results show the proposed scheme can provide the best power selections for all base stations under various network environments while having the better energy efficiency compared to reference schemes.

    摘要 I Abstract II 誌謝 III 目錄 IIV 表目錄 VI 圖目錄 VII 第一章 緒論 1 1.1研究背景 1 1.2研究動機 3 1.3研究目的 5 1.4論文架構 6 第二章 相關研究與文獻探討 8 2.1兩階層式蜂巢網路 8 2.1.1頻譜效率 9 2.1.2能源效率 9 2.2賽局理論概述 11 第三章 Stackelberg能源管理賽局 14 3.1系統模組 14 3.1.1網路場景 15 3.1.2頻道模組 16 3.1.3干擾分析與訊號 17 3.2能源效率 19 3.2.1能源效率 19 3.2.2基地台容量 20 3.2.3基地台能源損耗 21 3.2.4本小節總結 22 3.3Stackelberg 賽局 22 3.3.1賽局制定 22 3.3.2效能函數 24 3.3.3Stackelberg賽局均衡 27 3.4毫微微型基地台貝氏能源選擇 32 第四章 模擬數據結果 37 4.1模擬環境與參數 37 4.2數據結果 40 第五章結論 49 參考文獻 51

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