簡易檢索 / 詳目顯示

研究生: 魏國桓
Wei, Kuo-Huan
論文名稱: 單軸反應輪及模糊PID方法應用於即時追蹤與辨識系統
Single-Axis Reaction Wheel and Fuzzy PID Control Method Applied in Identification and Tracking System
指導教授: 林穎裕
Lin, Yiing-Yuh
學位類別: 碩士
Master
系所名稱: 工學院 - 航空太空工程學系
Department of Aeronautics & Astronautics
論文出版年: 2008
畢業學年度: 96
語文別: 中文
論文頁數: 84
中文關鍵詞: 衛星影像處理模糊控制
外文關鍵詞: Spacecraft, Fuzzy control, Image processing
相關次數: 點閱:70下載:8
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本研究設計並建立一套能對特定顏色動態目標物,進行辨識及追蹤系統,此系統利用反作用力來模擬衛星監控之控制方式,並分為五個模組。影像擷取與無線傳輸模組包含裝載於轉盤邊緣上之CCD攝影機及無線傳輸組件,可擷取彩色影像資訊並傳送至主控電腦,由影像處理與控制模組在主控電腦接收CCD攝影機擷取影像資訊以進行程式運算,辨識追蹤目標物在影像上形心位置與速度,決定控制器之參數及送出控制命令。電子與電力模組包含單版微電腦(PC104)、電力系統及控制電路,功能為接收控制命令與驅動致動機構。機構傳動模組由步進馬達、反應輪及CCD攝影機裝載組成,透過控制馬達使反應輪角速度改變,可轉動裝載CCD攝影機之轉盤至180度內任意角度,並利用模糊理論結合傳統PD控制方法來設計控制器。從模擬與硬體實驗的結果,均能達成追蹤任務,證明我們所提出模型與控制方法之效益。

    The objective of this study is to design and construct the identification and tracking camera system that can follow moving object with specified color. Utilizing the reaction torque, the system, including five modules, emulates the control fashion of spacecraft observation. Image acquisition and telemetry module, containing a CCD camera which sits on the edge of circular plate and a wireless transmission electronics, takes in color images and sends to a monitoring computer. Image processing and control module is a set of software processors in the monitoring computer which receives the images from the camera, identifies the tracking object, estimates the position and velocity of the object, determines the control gains, and sends out the control commands. Electronic and power module, including a micro-computer, PC104, a set of control electronics, and a power unit, receives the control commands and drives the actuating mechanism. Mechanism transmission module consists of a stepping motor, a reaction wheel, and a camera holding plate. Through the change of angular rate of the reaction wheel governed by the motor, the circular plate with CCD camera is able to rotate a given angle accordingly within 180 degrees. Also, the fuzzy theory coupled with classical PD control method is utilized to design the controller. Successful tracking results from simulation and hardware experiment indicate the effectiveness of the proposed modeling of observation and control method.

    中文摘要................i 英文摘要................ii 誌謝....................iii 目錄....................iv 圖目錄..................vi 表目錄..................x 第一章 緒論.............1 1-1前言.................1 1-2文獻回顧.............1 1-3論文架構.............2 第二章 系統架構及控制流程.........4 2-1系統流程及模組說明.............5 2-2影像擷取與無線傳輸模組.........6 2-3影像處理與控制模組.............8 2-4電子與電力模組.................12 2-5馬達與機構傳動模組.............21 2-6結語...........................24 第三章 影像辨識處理...............25 3-1全彩數位影像擷取...............26 3-2影像目標辨識...................27 3-3影像分割與二值化...............31 3-4中值濾波器.....................33 3-5侵蝕與膨脹處理.................34 3-6目標形心座標計算...............35 3-7多色彩之特定顏色物體辨識範例...35 3-8影像縮放.......................38 第四章 系統控制理論設計與模擬.....41 4-1系統動態運動方程建立...........41 4-2模糊PD控制器之設計.............45 4-3模擬結果.......................53 4-4結語...........................61 第五章 動態目標追蹤實驗結果與分析...........62 5-1實驗追蹤流程介紹...............62 5-2追蹤模擬與實驗之比較...........63 5-3實驗結果討論...................76 第六章 結論與未來發展.............78 6-1結論...........................78 6-2建議及未來發展.................78 參考文獻..........................80

    [1]Nam, S. K. and Kim, K. K., “Fuzzy control based on H output feedback for attitude stabilization of flexible satellite,” IEEE International Conference on Fuzzy Systems, vol.1 pp.159-162, Dec.2001.
    [2]邱文賜, ”無模式取樣法與係數圖法應用於撓性結構性定位控制之研究 ,” 國立成功大學航空太空工程學系碩士論文, 1998.
    [3]李愷倫, ”皮米衛星姿態判定與控制次系統之設計與測試 ,” 國立成功大學航空太空工程學系碩士論文, 2004.
    [4]Zedeh, L.A., “ Fuzzy Sets,” Inform. Control, vol.8, PP338-353, 1965.
    [5]King, P.J., and Mamdani, E.H., “Applications of fuzzy algorithms for control of simple dynamic plants,” IEEE Proc., vol. 121, pp. 1585-1588, 1974.
    [6]Mamdani, E.H. and Assilian, S., “An experiment in linguistic synthesis with a fuzzy logic controller,” IEEE Int. J. Man-Mach. Stud., vol. 7, pp. 1–13, 1975.
    [7]Mann, G.K.I., Hu, B.G. and Gosine, R. G., “Analysis of Direct Action Fuzzy PID Controller Structures,” IEEE Transaction On Systems, Man, And Cybernetics—Part B: Cybernetics, vol. 29, no. 3, 1999.
    [8]Hu, B.G., Mann, G.K.I. and Gosine, R. G., “New Methodology for Analytical and Optimal Design of Fuzzy PID Controllers,” IEEE Transaction Fuzzy On Systems, vol. 7, no. 5, 1999.
    [9]Zhao, Z.Y., Tomizuka, M., and Isaka, S. “Fuzzy Gain Scheduling of PID Controllers,” IEEE Transaction On Systems, Man and Cybernetics, vol.7, no.5, 1999.
    [10]Peng, X.T. and Liu, S.M., “Self-regulating PID controllers and its applications to a temperature controlling process,” Fuzzy Computing, pp.355-363, 1988.
    [11]Chao, C. S., Wu, T. Z., and Juang, Y. T., “ Weighted Fuzzy-PID Controllers,” Proceeding of 2004 Automatic Control Conference, Chung-Li, Taiwan, 2004.
    [12]Salami, M.J.E. and Bulale, Y.I., “Design and implementation of fuzzy - based PID controller,” IEEE International Conference on Fuzzy Systems, vol. 1, pp. 220-225, 2002.
    [13]Xu, J. and Feng, X., “Design of adaptive fuzzy PID tuner using optimization method,” IEEE Intelligent Control and Automation, vol. 3, pp. 2454-2458, June 15-19, 2004.
    [14]Yoshida, S. and Wakabayashi, N., “A Fuzzy Logic Controller for a Rigid Disk Drive,” IEEE, 0272- 1708, 1992.
    [15]Hsu, S.C., Liu, C.H. and Wang, N.J., “Fuzzy PI controller tuning for a linear permanent magnet synchronous motor drive,” IECON’01, Proc. of the 27th Annual Conf. of IEEE Indus. Elect., vol.3, pp.1661-1666, 2001.
    [16]Rubaai, A., Ofoli, A.R. and Cobbinah, D., “DSP-Based Real-Time Implementation of a Hybrid H∞ Adaptive Fuzzy Tracking Controller for Servo-Motor Drives,” IEEE Transactions On Industry Applications, vol. 43, no. 2, 2007.
    [17]張瑞村, “電力系統動態穩定器設計 - 利用灰預測模糊PID 控
    制器,” 淡江大學電機工程學系碩士論文, 2003.
    [18]張仕翰, “模糊PID控制器結合基因演算法在電力系統穩定器之
    研究,” 國立臺北科技大學電機工程系碩士論文, 2003.
    [19]Raviraj, V.S.C. and Sen, P.C., “Comparative Study of Proportional–Integral, Sliding Mode, and Fuzzy Logic Controllers for Power Converters,” IEEE Transactions On Industry Applications, vol. 33, no. 2, 1997.
    [20]Perry, A. G., Feng, G., Liu, Y.F. and Sen, P. C., “A Design Method for PI-like Fuzzy Logic Controllers for DC–DC Converter,” IEEE Transactions On Industry Electronics, vol. 54, no. 5, 2007.
    [21]Seraji, H and Howard, A., “Behavior-Based Robot Navigation on Challenging Terrain: A Fuzzy Logic Approach,” IEEE Transactions On Robotics And Automation, vol. 18, no. 3, 2002.
    [22]簡卓建, ”應用模糊控制於自走車路徑導引避障之整合設計,” 國立成功大學航空太空工程學系碩士論文, 2003.
    [23]王建清, ”無線遙控智慧型自走車之設計製作應用於平行泊車實驗,” 國立成功大學航空太空工程學系碩士論文, 2005.
    [24]繆紹綱 譯,普林斯頓國際有限公司,“數位影像處理,” 2004.
    [25]井上誠喜, 全華科技圖書,“ C語言數位影像處理 ,” 2005.
    [26]繆紹綱譯, 全華科技圖書,“數位影像處理活用-Matlab,” 2004.
    [27]郭桓甫, ”應用即時影像辨識技術於物體追蹤之無線遙控自走車的設計製作, ”國立成功大學航空太空工程學系碩士論文, 2006.
    [28]廖名揚, ”應用即時影像及模糊PID控制自走車於無線攔截任務,”國立成功大學航空太空工程學系碩士論文, 2007.
    [29]Abdellatif, M., “A Vision-Based Navigation Control System for A Mobile Service Robot,” SICE Annual Conference, 17-20, 2007, Kagawa University, Japan.
    [30]Lee, T.H., Lam, H.K., Leung, F.H.F. and Tam P.K.S., “A Practical Fuzzy Logic Controller for the Path Tracking of Wheeled Mobile Robots,” IEEE Control Systems Magazine, 0272-1708,03, 2003.
    [31]Shimizuhira, W., Fujii, K. and Maeda, Y., “Fuzzy Behavior Control for Autonomous Mobile Robot in Dynamic Environment with Multiple Omni directional Vision System, ” Proceedings of 2004 1EEEiRS.J International Conference on Intelligent Robots and Systems ,September 28. October 2, 2004. Sendal, Japan.
    [32]Papanikolopoulos, N. P., Khosla, P. K. and Kanade, T., “Visual Tracking of a Moving Target by a Camera Mounted on a Robot: A Combination of Control and Vision,” IEEE Transactions on Robotics and Automation, vol.9, no. 1, 1993.
    [33]Yamme, S., Kaneko, Y., Hirai, A. and Ohshima, K., “Fuzzy Control in Seam Tracking of the Welding Robots Using Sensor Fusion,” IEEE ,0-7803-1593-1194, 1994.
    [34]陳寬益, “ 即時視覺伺服追蹤系統之設計與實現,” 國立成功大學機械工程學系碩士論文, 2002.
    [35]Jeong, D.Y., Lee, J., Han, S.H. and Kim, K., “A STUDY ON CAMERA TRACKING SYSTEM USING A SELF TUNING REGULATOR IN VISUAL FEEDBACK CONTROL,” IEEE, 0-7803-7030-2, 2001.
    [36]DOM-H13D5PA-IR ,AGE TECH CO. , Ltd, 2006.
    [37]CromosPlus Specification, Matrox Corporation, 2005.
    [38]AT89C51 Datasheet, Atmel Corporation, 2000.
    [39]ICL232 Datasheet, Harris Corporation, 1993.
    [40]PCM-3341 Specification ,Advantech Co., Ltd, 2002.
    [41]PCM-3718 Specification ,Advantech Co., Ltd, 2005.
    [42]PCM-3712 Specification ,Advantech Co., Ltd, 2003.
    [43]CM-260 Specification, American Precision Industries, 1999.
    [44]陳熹隸, 全華科技圖書, “步進馬達應用技術,” 1989.

    下載圖示 校內:立即公開
    校外:2008-08-25公開
    QR CODE