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研究生: 郭桐惟
Kuo, Tung-Wei
論文名稱: 在無線感測器網路上建構最小消耗能量的資料集結樹:NP-完全性證明與近似演算法
Construction of Data Aggregation Trees with Minimum Energy Cost in Wireless Sensor Networks : NP-Completeness and Approximation Algorithms
指導教授: 蔡明哲
Tsai, Ming-Jer
口試委員: 劉炳宏
林靖茹
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 資訊工程學系
Computer Science
論文出版年: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 34
中文關鍵詞: 資料集結樹NP-完全近似演算法
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  • 在許多應用中,匯點會定期的蒐集來自感測器的資料。因為這種資料蒐集的動作通常會持續許多回合,所以有效率的蒐集這些資料-也就是減少傳輸資料的所需的能量,是很重要的。在這類應用中,為了減少維護路由表所需的計算資源,樹通常會做為一種路由架構。在這篇論文中,我們會研究如何建構一個消耗最少能量的資料集結樹。此外,我們還研究了這個問題在無線感測網路出現中繼點的情形。我們證明了這兩個問題都是NP-complete,而且針對這兩個問題各自提出了O(1)的近似演算法。實驗證明了我們提出的方法在降低消耗能源上有很好的效果。


    Contents Abstract ii Contents iii List of Figures v 1 Introduction 1 2 Network Model and Problem Definition 4 2.1 The Network Model . . . . . . . . . . . . . . . . . 4 2.2 The Problem and Its Hardness . . . . . . . . . . . . 5 3 Approximation Algorithm 9 4 Data Aggregation with Relay Nodes 13 4.1 The Problem and Its Hardness . . . . . . . . . . . . 13 4.2 Approximation Algorithm . . . . . . . . . . . . . . 16 5 Discussion 21 6 Numerical Results 24 6.1 Results for Data Aggregation without Relay Nodes . . 25 6.2 Results for Data Aggregation with Relay Nodes . . . 27 7 Related Works 29 8 Conclusion 30 Bibliography 31

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