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| 系統識別號 |
U0002-1507201221512100 |
| 中文論文名稱
|
應用於網格化無線感測網路之具有移動參考節點的定位機制 |
| 英文論文名稱
|
Localization Mechanism with Mobile Reference Node in Grid-based Wireless Sensor Networks |
| 校院名稱 |
淡江大學 |
| 系所名稱(中) |
資訊工程學系碩士班 |
| 系所名稱(英) |
Department of Computer Science and Information Engineering |
| 學年度 |
100 |
| 學期 |
2 |
| 出版年 |
101 |
| 研究生中文姓名 |
張漢民 |
| 研究生英文姓名 |
Han-Ming Chang |
| 學號 |
699411350 |
| 學位類別 |
碩士 |
| 語文別 |
中文 |
| 第二語文別 |
英文 |
| 口試日期 |
2012-05-23 |
| 論文頁數 |
95頁 |
| 口試委員 |
指導教授-王英宏
委員-王英宏
委員-施國琛
委員-許輝煌
委員-林華君
委員-洪宗貝
|
| 中文關鍵字 |
無線感測網路
定位演算法
移動節點
RSSI
|
| 英文關鍵字 |
Wireless sensor network (WSN)
localization
mobile sensor node
received signal strength indicator (RSSI)
|
| 學科別分類 |
學科別＞應用科學＞資訊工程
|
| 中文摘要 |
無線感測網路主要是利用許多感測節點散佈於環境中，並利用無線傳輸的方式依據每個不同的需求因而產生不同動作。感測節點可以感測資料亦或是傳送資料給資料收集點，由於感測節點再隨機散佈的情形下，大都需要仰賴硬體設備或接收到的封包訊息，來決定感測節點的位置資訊，需要花費額外的時間與成本，而估算的節點位置可能會產生與實際位置相差很大的情況。因此，感測節點的定位問題在無線感測網路中，是一項值得探討的議題。
本篇論文提出一個在無線感測網路的定位機制。我們利用一個移動的參考節點搭載了GPS, 透過所提出的移動方式、廣播方式；並提出環境中未知感測節點的接收方式、透過訊號強度的變換計算距離的方式 (Received signal strength indicator, RSSI)。利用一個移動的參考節點，來涵蓋整個網路環境，進而降低整個需求成本、提升定位的準確度。
|
| 英文摘要 |
Wireless sensor network applications are based on monitoring or managing the sensing area by using the location information with sensor nodes. These sensor nodes are random deployed, so they have to be aware to their location before starting their tasks.
Most sensor nodes need hardware support or receive packets with location information to estimate their location, and needs lots of time or costs. It may have a huge error. In this thesis we present a localization mechanism in wireless sensor networks. This mechanism can cooperate with node localization algorithm and mobile reference node moving direction scheme. We use a mobile reference node with GPS to move to the whole environment, and we use RSSI and trilateration to estimate unknown nodes’ location. We can obtain more unknown nodes location by mobile reference node moving. It decreases the energy consumption and average location error.
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| 論文目次 |
目錄
第一章 緒論 1
1-1 研究背景 2
1-2 研究動機 3
1-3 研究目的 4
1-4 論文架構 5
第二章 相關技術背景 6
2-1 全球定位系統(Global Positioning System) 6
2-1-1 GPS系統 7
2-1-2 GPS的定位原理 8
2-1-3 GPS的應用 9
2-2 相關的定位距離測量技術 11
2-2-1 DV-HOP 12
2-2-2 APIT 13
2-2-3 TOA 16
2-2-4 TDOA 17
2-2-5 AOA 18
2-2-6 RSSI 20
2-3 相關定位方法敘述 21
2-3-1 Perpendicular Intersection: locating wireless sensors with mobile beacon (PI) 22
2-3-2 Location systems for ubiquitous computing (TRL) 23
2-3-3 Localization of wireless sensor networks with a mobile beacon (BI) 24
2-3-4 Localization with a Mobile Beacon Based on Geometric Constraints in Wireless Sensor Networks (MBBGC) 26
第三章 以移動參考節點為基礎透過RSSI強度和網格編號定位機制 28
3-1 虛擬網格化初始環境設定階段 31
3-2 移動參考節點廣播演算法(Mobile Reference node Broadcast Algorithm) 34
3-3 未知感測點定位演算法(Sensor node Localization Algorithm) 42
3-4 移動參考節點移動方向演算法(Mobile node moving direction Algorithm) 49
第四章 實驗與模擬 63
4-1 模擬環境 63
4-2 定位誤差率模擬結果的比較與分析 64
4-3 移動參考節點電能消耗模擬結果的比較與分析 68
4-4 未知感測節點模擬結果的比較與分析 70
第五章 結論與未來研究方向 72
5-1 結論 72
5-2 未來研究方向 73
參考文獻 74
附錄 中文投稿格式 78
附錄 英文投稿格式 88
圖目錄
圖2.1 GPS接收器透過衛星定位 9
圖2.2 DV-Hop 範例圖 12
圖2.3 APIT概要示意圖 14
圖2.4 APIT感測器節點知道區域交集方法示意圖 14
圖2.5 感測器節點在三角形內範例圖 15
圖2.6 感測器節點在三角形外範例圖 15
圖2.7 TOA概要示意圖 17
圖2.8 TDOA概要示意圖 18
圖2.9 AOA概要示意圖 19
圖2.10 三點定位法的概要示意圖 20
圖2.11 Perpendicular Intersection方法示意圖 22
圖2.12 Perpendicular Intersection移動方式 23
圖2.13 TRL 參考節點部屬示意圖 24
圖2.14 BI 移動節點移動示意圖 25
圖2.15 未知感測節點接收方式 25
圖2.16 未知感測節點接收到的訊號位置 26
圖2.17 接收到移動節點訊號之間的相交位置 27
圖3.1 Grid-based Mobile Sensor Node Localization Mechanism 30
圖3.2 Mobile reference node 與 Sink的初始位置 32
圖3.3 k值為奇數的情況，t為False 33
圖3.4 k值為偶數的情況，t為True 34
圖3.5 單一虛擬正方形的廣播方式 35
圖3.6 Mobile reference node broadcast Algorithm 38
圖3.7 Pseudo Code (Mobile reference node broadcast algorithm) 39
圖3.8 以5 * 7 為例，並用實線圓圈標出特殊的網格位置 41
圖3.9 特殊網格廣播方式 42
圖3.10 Sensor node localization Algorithm 43
圖3.11 Pseudo Code (Sensor node localization algorithm) 44
圖3.12 特殊區域(One edge situation (1)) 46
圖3.13 特殊區域(One edge situation (2)) 47
圖3.14 特殊區域(Two edges situation) 47
圖3.15 特殊區域(No edge situation) 48
圖3.16 Mobile reference node moving direction scheme 50
圖3.17 Mobile reference node moving direction for even algorithm 50
圖3.18 Pseudo Code (Mobile reference node moving direction for even algorithm) 51
圖3.19 Mobile reference node moving direction for odd algorithm 51
圖3.20 Pseudo Code (Mobile reference node moving direction for odd algorithm) 52
圖3.21 環境大小(p * k)為4 * 4 55
圖3.22 環境大小(p * k)為6 * 6 56
圖3.23 環境大小(p * k)為5 * 4 57
圖3.24 環境大小(p * k)為3 * 4 57
圖3.25 環境大小(p * k)為5 * 5 59
圖3.26 環境大小(p * k)為7 * 7 59
圖3.27 環境大小(p * k)為5 * 5 60
圖3.28 環境大小(p * k)為7 * 7 60
圖3.29 環境大小(p * k)為4 * 5 61
圖3.30 環境大小(p * k)為6 * 5 62
圖4.1 各未知感測節點的位置誤差 67
圖4.2 平均定位誤差率 68
圖4.3 移動節點電源消耗 69
圖4.4 未知感測節點平均電能消耗 71
表目錄
表3.1 開始訊號所包含的內容 36
表3.2 未知感測節點回傳封包 45
表4.1 參數設定 64
表4.2 環境大小與節點個數 65 |
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