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研究生: 范晉維
Chin-wei Fan
論文名稱: 以移動信標在無線感測網路定位之研究
A Study of Localization Using a Mobile Beacon for Wireless Sensor Networks
指導教授: 陳維美
Wei-Mei Chen
口試委員: 陳省隆
Hsing-Lung Chen
阮聖彰
Shanq-Jang Ruan
林敬舜
Ching-Shun Lin
吳晉賢
Chin-Hsien Wu
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: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 52
中文關鍵詞: 無線感測網路感測器定位移動信標
外文關鍵詞: Wireless sensor networks, Localization, Mobile beacon, RSSI
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  • 感測器(sensor)定位(localization)是無線感測網路(Wireless Sensor Networks)的一種應用,感測器的位置資訊對於在涵蓋範圍、偵查、繞送、追蹤和救援等問題上,都需要依據可靠的定位資訊來協助,所以定位就變得相當的重要,而實際能運用在軍事安全、工業控制、環境生態以及家中監控。簡而言之,當硬體設施與通訊協定建立完成後,依所需要的目的做特定的感測,再透過演算法定位,就能達成各類的應用。

    在本篇論文中我們提出分散式無線感測器的定位演算法,透過具有裝備全球定位系統(Global Positioning System)的移動信標(mobile beacon)來幫助感測器定位,並利用RSSI(Received Signal Strength Indicator)的特性,透過我們的演算法可將距離量測誤差降低到最小。模擬結果表示論文方法有效提升感測器定位效率與精準度。


    Wireless sensor networks (WSNs) have wide application in fields such as military monitoring, environmental observation, disaster relief, and emergency medical service. Wireless sensor networks are composed of several sensor nodes that communicate via wireless technology. Each node can sense surrounding environment and perform limited computations. Localization is one of the most important topics in WSN research. An accurate localization scheme can support transmission of the sensor position information, routing and technology services. So far, some localization methods have been presented that could be implemented using one or more beacon nodes with Global Positioning System (GPS). GPS coordinates are a good estimate of sensor position, but it is too expensive to equip each sensor with GPS. A feasible solution is to designate a small number of sensor nodes as anchor points or beacons and equip them with GPS. They can help other sensor nodes locate themselves using the information broadcast by the beacons.

    Locating the sensor nodes is a fundamental problem in developing applications for wireless sensor networks. In this thesis, we present a distributed localization algorithm for wireless sensor networks. The node locations are computed by performing elementary operations based on the RSSI value and the position of the mobile beacon. Simulation results show that the proposed scheme is very efficient and that the node positions can be determined accurately.

    摘 要 I ABSTRACT II 目錄 III 圖索引 V 表索引 VII 第一章 緒論 1 1.1 研究背景 1 1.2 研究動機 2 1.3 論文架構 4 第二章 文獻探討 5 2.1 無線感測器硬體架構 5 2.2 定位技術分類 6 2.2.1 Range-based定位方法 6 2.2.2 Range-free定位方法 10 2.2.3 移動信標定位方法 12 2.2.3.1 移動信標之固定移動路徑 13 2.2.3.1 移動信標之隨機移動路徑 15 2.2.4 Range-based、Range-free及移動信標定位法之比較 17 第三章 研究方法 18 3.1 問題描述 18 3.1.1 問題背景 18 3.1.2 問題策略 19 3.2 無線感測器網路環境 20 3.3 無線感測器網路定位傳輸封包 21 3.4 無線感測器網路定位方法 22 3.5 定位流程與演算法分析 26 3.6 問題解決機制與誤差分析 29 3.6.1 問題分析與解決機制 29 3.6.2 定位誤差分析 32 第四章 效能評估 34 4.1 模擬環境 34 4.2 RSSI距離量測模型誤差比較 35 4.3 不同DOI對定位誤差影響比較 39 4.4 常用定位技術模擬數據比較 42 第五章 結論 47 參考文獻 48

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