| 研究生: |
黃聖貿 Huang, Sheng-Mao |
|---|---|
| 論文名稱: |
類複眼人形機器人之視覺導引物件搬運 Vision-Guided Material Handling of Humanoid Robots with a Compound-like Eye |
| 指導教授: |
蔡清元
Tsay, Tsing-Iuan |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2012 |
| 畢業學年度: | 100 |
| 語文別: | 中文 |
| 論文頁數: | 84 |
| 中文關鍵詞: | 類複眼 、機器人 、視覺導引 |
| 外文關鍵詞: | Compound-like Eye, Robot, Vision-Guided |
| 相關次數: | 點閱:116 下載:5 |
| 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 |
近十年來,機器人相關技術的應用已從工廠自動化延伸至日常生活
中。例如:機器人可於家庭、辦公室、和醫院等日常生活環境中協助人
類。而近幾年來,為了滿足消費者的需求,擁有擬人的外形、具親和力
的設計,及在人類生活環境中的智能等要素的各式人形機器人已被開發
了出來。本研究以實驗室所建構的一個用於打乒乓球的人形機器人,作
為一個視覺導引物件搬運研究平台,其主要由一輪式移動平台、架於移
動平台上的三自由度身軀、二個七自由度的機械手臂、一個七自由度的
機械右手掌、一個二自由度的機械左手掌及一個七自由度的雙眼機械頭
所組成。在雙眼機械頭的眼部機構中,每組眼部都配有兩個CCD 攝影機,
放置在上方的針孔攝影機為寬視野攝影機,下方的則是窄視野攝影機。
而機械頭上的兩組共四個攝影機,組成一個共平面的類複眼。本研究的
主要目標為藉由複眼機械頭以及機械手臂,以位置為基礎的看而後動的
控制策略賦予人形機器人達到物件搬運的功能。為了達成這個目標,所
需的技術包括影像處理中的邊緣偵測、中心點偵測,攝影機內外部參數
的校正,以及最小平方法等。最後經由實驗將目標物放置在不同位置,
藉由控制機械左手掌的逼近及抓取來評估他的定位性能。實驗結果指出
藉由視覺導引的控制策略可使人形機器人完成物件搬運的任務。
In recent decades, robot technology has extended from manufacturing applications to daily life. For instance, robots that assist humans in daily environments, such as in offices, homes and hospitals, are highly desired. Several humanoid robots have been developed in recent years to meet these consumer demands. A humanoid robot that was constructed to play ping-pong is adopted as a research platform for vision-guided material handling. The robot comprises mainly a wheeled mobile base, a torso with a 3 degrees of freedom (D.O.F.) waist mounted on the mobile base, two 7 D.O.F. robot arms, one 7 D.O.F. robotic
right hand, one 2 D.O.F. robotic left hand and one 7 D.O.F. robotic binocular head. In the eye mechanism of the robotic binocular head, each fully assembled eye consists of two
color CCD cameras, the upper lipstick camera capturing a wide-angle peripheral view and the lower camera capturing a narrow-angle view of the central area. Accordingly, these
four cameras of the robotic head are arranged to be a coplanar compound-like eye. The objective of this thesis is to propose a position-based look-and-move control strategy to equip the humanoid robot with the capability of handling the material by the robot arm using the compound-like eye of the robotic head. Numerous techniques are required for
implementing such a capability, including edge detection, corner and centroid detection, camera model calibration, and least-squares estimation. Finally, the positioning performance of the humanoid robot is experimentally evaluated by controlling the robotic left hand to approach and grasp a workpiece in various locations on a table. Experimental results reveal that the proposed vision-guided control strategy ensures the humanoid robot can perform pick-and-place operations.
【1】 G. Asuni, G. Teti, C. Laschi, E. Guglielmelli and P. Dario, “Extension to End-effector Position and Orientation Control of a Learning-based Neurocontroller for a Humanoid Arm,” Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 4151-4156, Oct. 2006.
【2】 G. S. Bell, C. C. Willams Hulls and W. J. Wilson, “Relative End-Effector Control Using Cartesian Position Based Visual Servoing,” IEEE Transactions on Robotics and Automation, Vol. 12, No. 5, pp. 684-696 , Oct.1996.
【3】 C. Charalambous, “Conjugate Gradient Algorithm for Efficient Training of Artificial Neural Network,” Proceedings of the IEE International Conference on Circuits, Devices and Systems, vol. 139, no. 3, pp. 301-310, June 1992.
【4】 F. Chaumette and Y. Mezouar, “Path Planning in Image Space for Robust Visual Servoing,” Proceeding of IEEE Conference on Robotics and Automation, Vol. 3, pp. 2759-2764, 2000.
【5】 F. Chaumette, “Potential Problems of Stability and Convergence in Image-Based and Position-Based Visual Servoing,” Lecture Notes in Control and Information Sciences, Vol.237, pp. 66-78, 1998.
【6】 J. M. Chiu, Z. Chen and C. M. Wang, “3-D Polyhedral Face Computing from Two Perspective Views with the Aid of a Calibration Plate,” IEEE Transactions on Robotics And Automation, VOL. 13, No. 2, pp. 290-295, 1997.
【7】 J. J. Craig, Introduction of Robotics Mechanics & Control, Addision-Wesley, 1986.
【8】 G. Flandin, F. Chaumette and E. Marchand, “Eye-in-hand/Eye-to-hand Cooperation for Visual Servoing,” Proceedings of the IEEE International Conference on Robotics and Automation, vol. 3, pp. 2741-2746, Apr. 2000.
【9】 M. T. Hagan and M. B. Menhaj, “Training Feedforward Networks with the Marquardt Algorithm,” IEEE Transactions on Neural Networks, vol. 5, no.6, pp. 989-993, Nov. 1994.
【10】 K. Hirai, M. Hirose, Y. Haikawa and T. Takenaka, “The Development of Honda Humanoid Robot,” Proceedings of IEEE International Conference on Robotics and Automation, pp.1321-1326, May. 1998.
【11】 M. Hirose, “Humanoid Robot,” Journal of Robotics Society of Japan, Vol. 15 No.7, pp. 983-985, 1997.
【12】 J. H. Jiang, Servo Tracking with Parallel Trinocular Cameras, Master Thesis, Dept. of Mechanical and Electro-Mechanical Eng., National Sun Yat-Sen University.
【13】 S. Hutchinson, G. D. Hager and P. I. Corke, “A Tutorial on Visual Servo Control,” IEEE Transactions on Robotics and Automation, Vol. 12, No. 5, pp. 651-670, 1996.
【14】 K. Kaneko, F. Kanehiro, S. Kajita, H. Hirukawa, T. Kawasaki, M. Hirata, K. Akachi and T. Isozumi, “Humanoid Robot HRP-2,” Proceedings of IEEE International Conference on Robotics and Automation, pp. 1083-1090, Apr. 2004.
【15】 W. Khalil and J. F. Kleinfinger, “A New Geometric Notation for Open and Closed Loop Robots,” Proceedings of IEEE International Conference on Robotics and Automation, pp. 1174-1180, 1986.
【16】 M. Koga, K. Kosuge, K. Furuta and K. Nosaki, “Coordinated Motion Control of Robot Arms based on the Virtual Internal Model,” IEEE Transactions on Robotics and Automation, vol. 8, no.1.,pp. 77-85, 1992.
【17】 C. H. Lai, Design and Control of an Anthropomorphic Robot, Master Thesis, Dept. of Mechanical Eng., Nation Cheng Kung University, July 2003.
【18】 C. H. Lai, Development of a Humanoid Robot and Its Self-Learning Control for Robotic Table Tennis, PhD Thesis, Dept. of Mechanical Eng., Nation Cheng Kung University, July 2010.
【19】 G. L. Lin, Estimation of Translational Motion by Simplified Planar Compound-Like Eye Schemes, PhD Thesis, Dept. of Mechanical and Electro-Mechanical Eng., National Sun Yat-Sen University, Dec. 2007.
【20】 S. H. Lee, S. Y. Lee and W. H. Seo, “A Study On Real-Time Implementation of Visual Feedback Control of Robot Manipulator,” Systems, Proceeding of 1999 IEEE International Conference on Systems Man and Cybertics, Vol.2, pp. 824-829, Oct. 1999.
【21】 Q. Meng and M. H. Lee, “Biologically Inspired Automatic Construction of Cross-Modal Mapping in Robotic Eye/Hand systems,” Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 4742-4749, Oct. 2006.
【22】 A. Muis and K. Ohnishi, “Eye-to-Hand Approach on Eye-in-Hand Configuration Within Real-Time Visual Servoing,” IEEE/ASME Transactions on Mechatronics, vol. 10, Issue 4, pp. 404-410, Aug. 2005.
【23】 S. Mukherjee, E. Osuna and F. Girosi, “Nonlinear Prediction of Chaotic Time Series Using Support Vector Machines,” Proceedings of the 1997 IEEE Workshop on Neural Networks for Signal Processing, pp. 511-519,Sept. 1997.
【24】 E. D. Orin and W. W. Schrader, “Efficient Computation of the Jacobian for Robot Manipulator,” International Journal of Robotics Research, vol. 3, no. 4, pp. 66-75, 1984.
【25】 D. V. Papadimitrion and T. J. Dennis, “Epipolar Line Estimation and Rectification for Stereo Image Pairs,” IEEE Transaction on image processing, Vol 5, NO. 4, pp. 672-676, 1996.
【26】 A. C. Sanderson and L. E. Weiss, “Image-Based Visual Servo Control Using Relational Graph Error Signals,” Proceeding of IEEE, pp. 1074-1077, 1980.
【27】 W. Sepp, S. Fuchs and G. Hirzinger, “Hierarchical Featureless Tracking for Position-Based 6-DoF Visual Servoing,” Proceedings of the 2006 IEEE/RSJ Intermational Conference on Intelligent Robots and Systems, Beijing, China, Oct. 9-15, 2006.
【28】 J. Su, Y. Xi, U. D. Hanebeck and G. Schmidt, “Nonlinear Visual Mapping Model for 3-D Visual Tracking With Uncalibrated Eye-in-Hand Robotic System,” IEEE Transactions on System, Man and Cybernetics, B vol. 34, no.1, pp. 652-659, Feb. 2004.
【29】 T. P. Vogl, J. K. Mangis, A. K. Zigler, W. T. Zink and D. L.Alkon, “Accelerating the Convergence of the Backpropagation Method,” Biological Cybernetics, vol. 59, no. 4-5, pp. 256-264, Sep. 1998.
【30】 J. K. Waldron, W. S. Liang and S. J. Bolin, “A Study of the Jacobian Matrix of Serial Manipulator,” Journal of Mechanisms, Transmissions, and Automation in Design vol. 107, pp. 230-238, June, 1985.
【31】 M. M. Williamson, “Rhythmic Robot Arm Control Using Oscillators,” Proceedings of IROS ’98, 1998.
【32】 Z. Zhang, “A Flexible New Technique for Camera Calibration,” IEEE Transactions on Pattern Analysis and Mechanical Intelligence, 22(11):1330-1334, 2000.
【33】 張文中、張文城,”Direct Visual Servoing with Image-Based Task Encoding,” 控制與自動化組論文集,中國機械工程學會第十六屆全國學術研討會,Dec. 1999.
【34】 劉逸明, Construction and Intelligent Control of a Feeding Humanoid Robot and Its Application to Two-Arm Coordination for Material Handling, Master Thesis, Dept. of Mechanical Eng., Nation Cheng Kung University , July 2010.