| 研究生: |
王辰雲 Wang, Chen-yun |
|---|---|
| 論文名稱: |
利用立體視覺與超音波資訊之全方向輪式機器人基於行為模式之人物跟隨與避障 Behavior-based Person following and Obstacle Avoidance of Omni-directional Wheeled Robots Using Stereo Vision and Ultrasonic Information |
| 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: | 2008 |
| 畢業學年度: | 96 |
| 語文別: | 中文 |
| 論文頁數: | 94 |
| 中文關鍵詞: | 全方向輪式機器人 、行為模式 |
| 外文關鍵詞: | behavior, fuzzy |
| 相關次數: | 點閱:59 下載:8 |
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移動式機器人已經被用來幫助我們的日常生活,應用的地方像是醫療照顧、保全以及居家生活。在這些應用中,移動式機器人跟隨特定行人的需求漸漸地受到重視。本篇論文的目的在於為移動式機器人設計一個導航策略,此機器人可以在未知環境中跟隨行人並避開障礙物。所設計導航策略是根據行為模式為基礎的方法,並且在設計上使用到模糊控制演算法。我們將利用一個裝置了多顆超音波感測器並且利用立體視覺系統之全方向輪式機器人,來驗證論文中所提出的方法。實驗結果顯示機器人不僅可以在不碰撞障礙物的情況下到達我們所指定的地點,並且可以緊跟隨著行人。
Mobile robots have been applied to support our lives in such areas as medical care, security and home life. Demand for a mobile robot to follow a person is increasing. The objective of this thesis is to propose a navigation strategy for a mobile robot to follow a person and avoid obstacles in an unknown environment. The proposed navigation strategy is based on the behavior-based approach and is designed using fuzzy logic control algorithm. An omni-directional wheeled robot integrated with a multiple ultrasonic system and a stereo vision system is employed to verify the theoretical results of the proposed method. Experimental results indicate that the robot can not only reach a predefined destination without any collision with obstacles but also follow a person closely.
[1]. A. Abreu, L. Correia, “A Fuzzy Behavior-based Architecture for Decision Control in Autonomous Vehicles,” Proceedings of IEEE Intelligent Control, the 2001 International Symposium, pp. 370-375.
[2]. R. C. Arkin, Behavior-based Robotics, MIT Press, 1998.
[3]. R. A. Brooks, “A Robust Layered Control System for a Mobile Robot,” IEEE Journal of Robotics and Automation, Vol. 2, No. 7, pp. 14-23, 1986.
[4]. M. Carreras, J. Batlle and P. Ridao, “Hybrid Coordination of Reinforcement Learning-based Behaviors for AUV Control,” Proceedings of IEEE Intelligent Robots and Systems, Vol. 3, pp. 1410-1415, 2001.
[5]. A. Fusiello, E. Trucco and A. Verri, “A Compact Algorithm for Rectification of Stereo Pairs,” Machine Vision and Applications, pp. 16-22, Mar. 2000.
[6]. K. Goldberg and B. Chen, “Collaborative Control of Robot Motion: Robustness to Error,” Proceedings of IEEE Intelligent Robots and Systems, Vol. 2, pp. 655-660, 2001.
[7]. E. Gat, R. Desai, R. Ivlev, J. Loch and D. P. Miller, “Behavior Control for Exploration of Planetary Surfaces,” IEEE Transactions on Robotics and Automation, Vol. 10, No. 4, pp. 490-503, 1994.
[8]. S. G. Goodrige and R. C. Luo, ”Fuzzy Behavior Fusion for Reactive Control of an Autonomous Mobile Robot: MARGE,” IEEE International Conference on Robotics and Automation, Vol. 2, pp. 1622-1627, 1994.
[9]. K. Izumi, K. Watanabe and T. Miyazaki, “Fuzzy Behavior-based Control for a Miniature Mobile Robot,” Proceedings of KES’98. Second International Conference, pp. 483-490, 1998.
[10]. S. Kweon, Y. Kuno, M. Watanabe and K. Onoguchi, ”Behavior-based Intelligent Robot in Dynamic Indoor Environment,” Proceedings of IEEE/RSJ International Conference on Intelligent robots and systems, pp. 1339-1346, 1992.
[11]. W. Li, X. Feng, “Behavior Fusion for Robot Navigation in Uncertain Environments Using Fuzzy Logic,” IEEE International Conference on Systems, Man, and Cybernetics, Vol. 2, pp. 1790-1796, 1994.
[12]. K. Watanabe, Y Shiraishi, S.G. Tzafestas, J. Tang and T. Fukuda, “Feedback Control of an Omni-directional Autonomous Platform for Mobile Service Robots,” Journal of Intelligent and Robotic Systems, Vol. 22, pp. 315-330, 1998.
[13]. D. W. Payton, J. K. Rosenblatt and D. M. Keirsey, ”Plan Guided Reaction,” IEEE Transactions on Systems, Man, and Cybernetics, Vol. 25, No. 6, pp. 971-987, 1990.
[14]. Paolo Pirjanian, Multiple Objective Action Selection & Behavior Fusion Using Voting, Ph.D. Dissertation, Institute of Electronic Systems, Aalborg University, Denmark, Aug. 1998.
[15]. G. Podnar, Physical System of a Mobile Robot: Pluto, Technical Report, The Robotics Institute, Carnegie Mellon University, 1985.
[16]. G. Podnar, The URANUS Mobile Robot, Technical Report, The Robotics Institute, Carnegie Mellon University, 1985.
[17]. S. Sekmen, V. K. Homba and S. Zein-Sabatto, “A Fuzzy Integrated Robotic Behavioral Architecture,“ Proceedings of Southeastcon. pp. 52-55, 2000.
[18]. K. Tadakuma and S. Hirose, ”Development of VmaxCarrier2: Omni-directional Mobile Robot with Function of Step-Climbing,” Proceedings of IEEE International Conference on Robotics & Automation, pp. 3111-3118, April. 2004.
[19]. E. Tunstel and M. Jamshid, “Fuzzy Logic and Behavior Control Strategy for Autonomous Mobile Robot Mapping,” Proceedings of IEEE International conference on Fuzzy Systems, pp. 514-517, Jun. 1994.
[20]. C. Ye and D. Wang, ”A Novel Behavior Fusion Method for the Navigation of Mobile Robots,” IEEE International Conference on Systems, Man and Cybernetics, Vol. 5, pp. 3526-3531, 2000.
[21]. C. Ye, N. H. C. Yung “Vehicle Navigation Strategy Based on Behavior Fusion,” IEEE International Conference on Systems, Man, and Cybernetics Vol. 4, pp. 3698-3703, 1997.
[22]. N. H. C Yung., C. Ye “Avoidance of Moving Obstacles Through Behavior Fusion and Motion Prediction,” IEEE International Conference on Systems, Man and Cybernetics, Vol. 4, pp. 3424-3429, 1998.
[23]. Z. Zhang, “A Flexible New Technique for Camera Calibration,” Technical Report MSR-RR, 98-71, 1998.
[24]. S. Ziaie-Rad, F. Janabi-Sharifi, M. M. DaneshPanah, A. Abdollahi, H. Ostadi, and H. Samani, “A Practical approach to Control and Self-Localization of Persia Omni-Directional Mobile Robot”, IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 3473-3479, Aug. 2005.
[25]. 黃信益, 基於行為模式之家用機器人導航設計, 國立交通大學控制所碩士論文, Jun. 2003.
[26]. 王培睿, 全方向輪式機器人之建構及其以立體視覺為基礎之導航, 國立成功大學機械所碩士論文, Jun. 2006.