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研究生: 陳冠彰
論文名稱: 網路感測室內定位系統之環境影響研究
A Study on the Dynamics of Indoor Positioning System Using Sensor Networks
指導教授: 周明
學位類別: 碩士
Master
系所名稱: 機電工程學系
Department of Mechatronic Engineering
論文出版年: 2010
畢業學年度: 98
語文別: 中文
論文頁數: 72
中文關鍵詞: 無線感測網路ZigBee室內定位系統環境因子
英文關鍵詞: Wireless Sensor Networks, ZigBee, indoor positioning system, environment factors
論文種類: 學術論文
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  • 相較於適用在戶外的全球定位系統,室內定位系統總是發展的不夠成熟,面臨許多突發狀況的干擾與環境的變化,使得室內定位系統要能夠去適應每種環境,且精確度要能夠在接受的範圍內變的不容易。
    本論文透過部署無線感測網路在環境中,利用ZigBee低耗能與網路拓樸的特性為系統基礎。先假定真實生活中可能遭遇的環境去量測,根據電器用品的數量劃分三個等級,經由分析訊號變化與環境的關係,初步找出環境中的最佳參數;再透過材料性質對訊號衰退的影響程度,訂定系統在不同環境中適應的能力,以增進定位的可靠度。
    真實測試各種的情境之後,不論是單一空間依據干擾數劃分的實驗,或是兩個空間有無轉角的實驗,此系統均能夠克服多變環境的影響,達到誤差值約1.5m,甚至達到1.1m,提供較可靠的定位精確度。並建立觀測介面與資料庫,紀錄每一個時間移動點的位置以供參考,此系統不僅本身能夠依環境特性自動調整參數,當環境面臨極為重大的變化時,可以透過介面的手動操作去發送訊號,使此系統仍然具有可靠度。

    Comparing with commonly using Global Positioning System (GPS) in outdoor, Indoor Positioning System (IPS) always develops slowly. IPS meets many resistances and is interfered by variety environments. These factors make IPS is difficult to suitable in different cases; the accuracy of location is also a challenge.

    This thesis discusses the principle of using ZigBee that has features such as low-energy requirement, protocol network and wireless sensor network. First, assuming different environments that can be face in real life, according to the amount of the electric equipments to define three-level. Analyzing the relation between the signals and different environments to find the best parameters for each conditions. Then, seeking the relation is about the signals in decay from the property of different materials. Finally, defining the ability of the system in different environments raises the accuracy of location.

    After many experiments in different environments including interferences or corners, the system could be reliable. The error would be below 1.5 meters, even 1.1 meters. According to recording position and time, the database could be used as reference. The system not only can automatic adjusting but also lets users send signals back to the system. Above all make the system strong and dependable in this research field.

    摘要 I Abstract II 致謝 III 目錄 I 圖目錄 IV 表目錄 VII 第一章 導論 1 1.1 前言 1 1.2 研究動機與目的 1 1.3 論文架構 2 第二章 文獻探討與相關技術 3 2.1 無線感測網路 3 2.2 無線定位技術 4 2.2.1 AOA定位技術 4 2.2.2 TOA定位技術 5 2.2.3 TDOA定位技術 6 2.2.4 RSSI定位技術 6 2.3 無線定位系統 7 2.3.1 GPS全球定位系統 8 2.3.2 RFID無線射頻 10 2.3.3 IR紅外線 11 2.3.4 Ultrasonic超音波 11 2.3.5 藍芽 12 2.4 電磁傳波干擾 14 2.4.1 多重路徑 14 2.4.2 路徑損失 14 2.4.3 遮蔽效應 14 2.4.4 人類行為 15 2.5 ZigBee系統概觀 15 2.5.1 802.15.4/ZigBee 15 2.5.2 ZigBee定位文獻探討 16 第三章 研究方法與步驟 20 3.1 ZigBee定位系統 21 3.1.1 ZigBee晶片 21 3.1.2 ZigBee套件 22 3.1.3 CC2431定位 24 3.2 路徑衰減模型 27 3.2.1 福利斯自由空間傳播模型 27 3.2.2 實驗簡化模型 29 3.3 RSSI處理 30 3.4 定位演算法 32 3.5 介面監控 33 3.5.1遠端監控特性 34 3.5.2 C#程式語言介紹 35 3.5.3訊息封包格式 36 第四章 實驗結果與分析 37 4.1 RSSI值穩定實驗 37 4.2 定位環境規劃 38 4.2.1中低度干擾環境 39 4.2.2高度干擾環境 40 4.3 參數測試實驗 41 4.3.1 節點擺放 41 4.3.2 A值改變 44 4.3.3 N值改變 45 4.3.4 值改變 47 4.3.5 干擾加入 49 4.4 動態調整實驗 55 4.4.1 干擾類型的影響 55 4.4.2 環境對訊號值的影響 56 4.5 動態定位實測 58 4.5.1 單一空間定位實測 59 4.5.2 交錯空間定位實測 62 4.5.3 介面定位操作 65 第五章 結論與未來展望 67 5.1結論 67 5.2未來展望 68 參考文獻 69

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