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研究生:郭俊儀
研究生(外文):Chun-YiKuo
論文名稱:基於演化賽局在分散式毫微微蜂窩式多天線無線網路之節能研究
論文名稱(外文):Evolutionary Power Saving Game for MIMO Femtocell Networks
指導教授:林輝堂林輝堂引用關係
指導教授(外文):Hui-Tang Lin
學位類別:碩士
校院名稱:國立成功大學
系所名稱:電腦與通信工程研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2012
畢業學年度:100
語文別:中文
論文頁數:87
中文關鍵詞:多天線毫微微蜂窩式無線基地台演化賽局服務選取
外文關鍵詞:MIMOfemtocellevolutionary equilibriumnetwork selection
相關次數:
  • 被引用被引用:0
  • 點閱點閱:140
  • 評分評分:
  • 下載下載:6
  • 收藏至我的研究室書目清單書目收藏:0
近年來,多天線(MIMO)和毫微微蜂窩式基地台(femtocell)已成為下一代行 動通訊中的重要技術,這兩項技術被應用在 3GPP 的長期演進技術(LTE)、全球 互通微波系統(WiMAX)及 IMT-Advanced。多天線造就了更高的頻寬,也造成 了離峰時段下高能源消耗問題。此研究提供了多天線毫微微蜂窩式基地台在節 能上的解決方案,該方案同時考量到服務的保證和自由的服務選取(selection)。 藉著演化賽局的運作,可以幫助每個獨立的基地台選擇對自己最有利的最佳策 略,並控制多天線的每個分支天線(branch)該採取的能源水準。本研究在模擬 中採用了 A 級和 B 級兩種不同的放大器元件。藉由此與暴力法來進行比較, 在 A 級放大器的例子中配置隨機位置的行動裝置後,大部分的求解表現都可達 到最佳解,而少部分的求解表現則是極接近最佳解。
Recently, MIMO and femtocell have become two key technologies in next-generation cellular communications such as 3GPP-LTE, WiMAX and IMT-Advanced. MIMO supports high throughput, but causes high pollution during off-peak time. I provide a solution to save power on MIMO-femtocell systems supporting a quality guarantee and free selection. By adopting evolutionary game theory, each base station can find a best response strategy to control the power on MIMO branches (sub-antennas in MIMO). In addition, I choose different antenna designs with different amplifiers, such as Class A and B. In the simulations with random mobile location inputs, most output solutions (total payoff) are found to be global optimal solutions and others are close to it.
中文摘要 i
英文摘要 ii
誌謝 iii
目錄 iv
表目錄 viii
圖目錄 x
第一章 緒論 1
1.1 整合多天線毫微微無線網路概觀 1
1.2 研究動機 3
1.3 研究目的 4
1.4 論文架構 5
第二章 相關文獻探討 7
2.1 無線網路節能的相關研究 7
2.1.1 集中式演算法 8
2.1.2 分散式演算法 10
2.1.3 流量分析法 10
2.1.4 節能演算法比較 11
2.2 演化賽局理論及其節能應用之相關研究 12
2.3 毫微微蜂窩式無線網路 13
2.4 運作限制 13
2.5 本章總結 14
第三章 演化賽局節能演算法 16
3.1 問題描述 17
3.2 訊號系統與通道容量 18
3.3 能源消耗 19
3.4 節能賽局設計 21
3.4.1 效能函式 25
3.5 複製動態與學習演算法 26
3.6 分散式節能演算法 30
3.7 演化節能賽局的時間複雜度 33
3.8 演算法執行範例 36
3.8.1 分散式節能演算法執行範例 37
3.8.2 複製動態與學習演算法執行範例 42
3.9 本章總結 49
第四章 效能分析 51
4.1 系統參數 52
4.2 地理配置 54
4.3 A 級放大器模擬結果 55
4.3.1 A 級放大器收斂與效能比較 64
4.4 B 級放大器模擬結果 66
4.4.1 B 級放大器收斂結果與建議 75
4.5 節能效果與本章總結 75
第五章 結論 80
參考文獻 82
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