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研究生: 李祖敏
Tsu-min Lee
論文名稱: 混合演化式演算法在多頻率多頻道無線網格網路中結合頻道分配及排程之應用
Joint Channel Assignment and Scheduling Using Hybrid Evolutionary Algorithm in Multi-radio, Multi-channel Wireless Mesh Networks
指導教授: 陳郁堂
Yie-Tarng Chen
口試委員: 陳省隆
Hsing-Lung Chen
林銘波
Ming-Bo Lin
方文賢
Wen-Hsien Fang
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2009
畢業學年度: 97
語文別: 英文
論文頁數: 57
中文關鍵詞: 基因演算法著色理論
外文關鍵詞: hybrid evolutionary algorithm, graph coloring
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  • 近年來,無線網格網路變成一個新興技術。對於無線網格網路的效能、頻道配置與排程都是重要的設計問題。在無線網格網路下,因為CSMA/CA的機制花費太多的負擔不再符合需求,取而代之的是spatial TDMA的機制。Spatial TDMA機制在無線網格網路下能使系統效能有所提升,因此我們採用spatial TDMA的機制當作我們的研究範疇。再者,過去大部分的研究注重在協議干擾模型(protocol interference model)下的議題。但是在許多的研究中能夠發現實體干擾模型(physical interference model)在正確性的表現上是遠比干擾模型(protocol interference model)來的高。實體干擾模型(physical interference model)能夠正確的模擬相互干擾的關係並且藉此關係有效的增加空間的重覆使用。在本研究中,我們提出集中式的方案來對付實體干擾模型下(physical interference model),多頻道多頻率的無線網格網路中頻道分配跟排程的問題。我們先將此問題公式化並且使用混合進化演算法來解此問題。此外,我們利用圖形著色演算法另外發展出一個能在常數時間內對付頻道分配跟排程問題的啟發式演算法。結果顯示我們所提出的演算法在無線網格網路的環境下可以有效找到近似最佳的頻道配置與排程。


    In recent years, wireless mesh networks become an emerging technology for broadband wireless access. Channel assignment and scheduling are important design issues for performance of wireless mesh networks. In wireless mesh networks, CSMA/CA mechanism incurs high overheads. The spatial TDMA mechanism can increase system performance and throughput. Therefore we use the spatial TDMA mechanism as our research aspect. Moreover, most previous researches address the issue under the protocol interference model. However, the physical interference model can provide the precise the interference relations and increase the spatial reuse in TDMA scheduling. In this research, we propose centralized schemes to address the problem of joint channel assignment and scheduling under the physical interference model for multi-channel multi-radio wireless mesh networks. First, we formulate the joint channel assignment and scheduling problem and use the hybrid evolutionary algorithm to solve the problem. In addition, we propose a new heuristic based on the popular graph coloring algorithm to solve the joint the channel assignment and scheduling problem. The results of computer simulations reveal that the proposed schemes can provide a near-optimal solution.

    摘要Ⅰ ABSTRACTⅡ TABLE OF CONTENTSⅢ LIST OF FIGURESⅣ LIST OF TABLESⅥ CHAPTER 1 INTRODUCTION1 1.1 OVERVIEW1 1.2 OBJECTIVE OF THE RESEARCH4 1.3 RESEARCH SCOPE4 1.4 RELATED WORK5 1.5 ORGANIZATION OF THE THESIS6 CHAPTER 2 NETWORK ARCHITECTURE AND PROBLEM FORMULATION7 2.1 SYSTEM ARCHITECTURE7 2.2 INTERFERENCE MODEL7 2.3 PROBLEM FORMULATION10 CHAPTER 3 ALGORITHM13 3.1 HYBRID EVOLUTIONARY ALGORITHM (HEA)13 3.2 GRAPH COLORING LINK SCHEDULING ALGORITHM (GCLS)23 CHAPTER 4 PERFORMANCE EVALUATION30 4.1 NEW METHODS INFLUENCE IN HEA32 4.2 COMPARISON OF SIMULATION RESULTS34 4.3 ANALYZE SIMULATION RESULT46 CHAPTER 5 CONCLUSIONS48 REFERENCE55

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