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研究生: 周子民
Zhi Min Chou
論文名稱: 利用多個無人機群提升定位精準度之研究
Research on Localization Accuracy Improvement Using Multiple UAV Swarms
指導教授: 劉馨勤
Hsin-Chin Liu
口試委員: 張立中
Li-Chung Chang
黃紹華
Shao-Hua Huang
王煥宗
Huan-Chun Wang
劉馨勤
Hsin-Chin Liu
學位類別: 碩士
Master
系所名稱: 電資學院 - 電機工程系
Department of Electrical Engineering
論文出版年: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 62
中文關鍵詞: 干涉儀無人機來向角估測定位天線陣列
外文關鍵詞: Interferometer, UAV, DOA, Localization, Antenna array
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  • 在信號來向角(Direction Of Arrival, DOA)估測研究中,相位干涉儀(Phase Interferometer)為一種高解析度的來向角估測演算法,干涉儀在基線(Baseline)較長時擁有較好的估測精準度,但當基線長度大於信號半波長時會發生相位模糊(Ambiguity)的問題,使量測相位差偏離實際相位差,導致估測角度結果錯誤。我們考慮將多支天線安裝在多架無人機(Unmanned Aerial Vehicle ,UAV)上使其形成無人機陣列,並利用相位干涉儀演算法將兩子群陣列對地面目標進行定位,進而分析影響相位干涉儀估測精準度的因素,並利用向量子空間(Vector Subspace)演算法,解決相位干涉儀在基線大於半波長時所產生之相位模糊的問題。透過我們所提出的方法,陣列間不再需要使用小於半波長之基線解決相位模糊,而可以直接使用大於半波長之基線進行估測,並探討多天線干涉儀時對地面目標物最適合的估測方式。


    In the estimation of direction of arrival (DOA), the phase interferometer is a high-resolution algorithm for estimating the direction of arrival of signals. The estimation accuracy of interferometer improves when as the baseline is lengthened, but when the baseline is greater than the half-wavelength of the signal, the Ambiguity problem will occur, which makes the estimated phase difference no longer accurate.
    In the thesis we consider the problem that arises when the antenna is mounted on an unmanned aerial vehicle (UAV) to form an array, which is divided into two groups to locate the ground target, and a multiple antenna interferometer array is formed. We use the vector subspace algorithm to solve the problem of phase interferometer on the long baseline. Therefore, it is no longer necessary to use a baseline less than half wavelength between arrays. By using the long baseline directly to estimate, we discuss the most suitable estimation method for multiple baseline interferometers to locate the ground targets.

    摘要 I Abstract II 致謝 III 目錄 IV 圖目錄 VI 表目錄 VIII 縮寫索引 IX 索引符號 X 第1章 緒論 1 1.1 研究動機 1 1.2 論文貢獻 1 1.3 章節概要 2 第2章 文獻探討與背景介紹 3 2.1 天線陣列目標信號源來向角估測演算法 3 2.2 向量子空間(Subspace)方法 3 2.3 干涉儀(Interferometer)定向法 5 2.3.1 一維干涉儀陣列 6 2.3.2 二維干涉儀陣列 8 第3章 無人機陣列對地面目標定位系統 10 3.1 無人機陣列空對地接收信號模型 10 3.2 無人機陣列對地面目標定位系統 13 3.3 利用MUSIC來向角估測演算法解決相位模糊問題 14 3.4 多天線干涉儀定位法 18 3.5 影響定位效果之因素 21 3.5.1 基線(Baseline)長度影響 21 3.5.2 無人機群間高度擺設之影響 24 3.5.3 基線數量之影響 30 第4章 模擬與分析結果 31 4.1 基線數量對多天線干涉儀之影響 32 4.2 短基線對於定位效果之影響 33 4.3 基線長度對定位效果之影響 35 4.4 無人機群間相對高度擺設之影響 40 4.5 與現有文獻定位效果之比較 42 第5章 結論與未來研究方向 44 參考文獻 45

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