| 研究生: |
李孟翰 Meng-Han Lee |
|---|---|
| 論文名稱: |
單發多收合成孔徑雷達檢測地表移動目標物之模擬研究 A Simulation Study of Ground-Moving Target Indicator by SIMO-Based SAR System |
| 指導教授: |
陳錕山
Kun-Shan Chen |
| 口試委員: | |
| 學位類別: |
碩士 Master |
| 系所名稱: |
地球科學學院 - 太空科學研究所 Graduate Institute of Space Science |
| 論文出版年: | 2013 |
| 畢業學年度: | 101 |
| 語文別: | 中文 |
| 論文頁數: | 96 |
| 中文關鍵詞: | 合成孔徑雷達 、地表移動目標物檢測 、相位偏置天線 、沿軌干涉 |
| 外文關鍵詞: | SAR, GMTI, DPCA, ATI |
| 相關次數: | 點閱:7 下載:0 |
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本論文針對傳統合成孔徑雷達檢測地表移動目標物的方法:相位偏置天線(Displaced Phase Centre Antenna, DPCA)技術以及沿軌干涉(Along-Track -Interferometry, ATI)技術進行改進,提出利用單發多收的合成孔徑雷達系統檢測地表移動目標物的方法。
首先利用相位偏置天線技術相除背景雜波,凸顯移動目標物資訊;再由沿軌干涉處理,定位移動目標物。此一結合相位偏置天線技術與沿軌干涉原理的檢測方法,能夠檢測到採用傳統相位偏置天線處理時,由於訊號對消過大而無法檢測到的弱目標;而與一般的沿軌干涉處理相比,除了目標物的速度資訊外,能夠進一步獲得移動目標物的位置資訊。
此方法在進行估算的過程中,與傳統相比,大大減少近似的求解程序,由模擬的研究成果可證明,結合相位偏置天線技術與沿軌干涉原理,對地表移動目標物有良好的檢測潛能。
In this thesis, we propose a single-input multi–output (SIMO) scheme to improve the performance of conventional ground-moving target indicator based on Displaced Phase Centre Antenna (DPCA) technique and Along-Track Interferometry (ATI).
The Displaced Phase Centre Antenna method is firstly applied to remove the undesired clutter and to enhance the signal to noise ratio from a moving target, followed by using along-track Interferometry to determine target’s position. In so doing, the method combining these two techniques offers a significant improvement of detecting targets that are embedded in weak returned signal background. Comparing to ATI processing along, both the target's velocity and position can be robustly estimated. Numerical simulations indicate that the proposed SIMO approach that combines DPCA technique and ATI theory bears a great potential to track the moving target by estimating its velocity and position.
參考文獻
[1] F. T. Ulaby, R. K. Moore, and A. K. Fung, Microwave Remote Sensing Active and Passive, vol. II, Artech House, 1986.
[2] I. G. Cumming and F. H. Wong, Digital Processing of Synthetic Aperture Radar Data: Algorithm and Implementation, Artech House, Norwood, MA, 2005.
[3] A. Currie and M. A. Brown, “Wide-swath SAR” Proc. Inst. Elect. Eng.—F, Radar Signal Process., vol. 139, no.2, pp. 122–135, Apr. 1992.
[4] Shen Chiu and Chuck Livingstone, “A Comparison of Displaced Phase Centre Antenna and Along-Track Interferometry Techniques for RADARSAT-2 Ground Moving Target Indication” Can. J. Remote Sensing, vol. 31, no.1, pp. 37–51, 2005.
[5] J. C. Curlander and R. N. McDonough, Synthetic Aperture Radar: Systems and Signal Processing, New York: Wiley, 1991.
[6] M. Soumekh, Synthetic Aperture Radar Signal Processing with MATLAB Algorithms, John Wiley & Sons, Inc., New York, NY, 1999.
[7] Wen-Qin Wang, “MIMO-Based SAR Ground Moving Target Detection Approach” , Fourth International Conference on Intelligent Computation Technology and Automation, 2011.
[8] B. Dawidowicz., et al., “DPCA Detection of Moving Targets in Airborne Passive Radar” , IEEE Transactions on Aerospace and Electronic Systems, vol. 48, no.2, Apr. 2012
[9] J. H . G. Ender, “Space–Time Processing for Multi-Channel Synthetic Aperture Radar.” Electronics & Communication Engineering Journal, Vol. 11, pp. 29–38, 1999.
[10] S. N. Madsen, “Estimating the Doppler Centroid of SAR Data ” IEEE Transactions on Aerospace and Electronic Systems, Vol. 25, pp. 134-140, Mar 1989.
[11] V. C. Chen and H. Ling, Time-Frequency Transforms for Radar Imaging and Signal Analysis. Boston: Artech House, 2002.
[12] M. Y. Jin , “Optimal Doppler Centroid Estimation for SAR Data from a Quasi-Homogeneous Source ” IEEE Transactions on Geoscience and Remote Sensing, Vol. 24, pp. 1022-1025, Nov 1986.
[13] 王偉承, 「利用時頻轉換分析處理合成孔徑雷達之移動目標物影像」,碩士論文,太空科學研究所,國立中央大學,民國97年。
[14] 王立農, 「利用合成孔徑雷達探測海洋表面流速之研究」,碩士論文,太空科學研究所,國立中央大學,民國100年。