Abstract
This paper proposes an adaptive control strategy for trajectory tracking of a Wheeled Mobile Robot (WMR) which consists of a suspended platform and a manipulator. When the WMR moves in the presence of friction and external disturbance, the trajectory can hardly be tracked accurately by applying the backstepping approach. For addressing this problem, considering the dynamic interaction, a dynamic model of the system is constructed by using Direct Path Method (DPM). An adaptive fuzzy control combined with backstepping approach based on the dynamic model is proposed. To track the trajectory accurately, a fuzzy compensator is proposed to compensate modeling uncertainty such as friction and external disturbance. Moreover, to reduce the approximation error and ensure the system stability, a robust term is added to the adaptive control law. Simulation results show the effectiveness and merits of the proposed control strategy in the counteraction of modeling uncertainty and the trajectory tracking.
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References
Siegwart, R., Nourbakhsh, I.R.: Introduction to Autonomous Mobile Robots. Prentice-Hall of India, New Delhi (2005)
Tsai, C.C., Wang, T.S.: Nonlinear Control of an Omnidirectional Mobile Robot. In: Proceedings of Int. Conf. on Automatic Technology, New York, USA, pp. 727–732 (2005)
Yang, Z., Red, E.: On-line Cartesian Trajectory Control of Mechanism along Complex Curves. Robotica 15, 263–274 (1997)
Red, E.: A Dynamic Optimal Trajectory Generator for Cartesian Path Following. Robotica 18, 451–458 (2000)
Wang, D., Low, C.B.: Modeling and Analysis of Skidding and Slipping in Wheeled Mobile Robots: Control Design Perspective. IEEE Trans. on Robotics 24(3), 676–687 (2008)
Wang, D., Low, C.B.: An Analysis of Wheeled Mobile Robots in the Presence of Skidding and Slipping: Control Design Perspective. In: IEEE Int. Conf. on Robotics and Automation, Roma, Italy, pp. 2379–2384 (2007)
Yamamoto, Y., Yun, X.: Effect of the Dynamic Interaction on Coordinated Control of Mobile Manipulators. IEEE Trans. on Robotics and Auto. 12(5), 816–824 (1996)
Yamamoto, Y., Yun, X.: Modeling and Compensation of the Dynamic Interaction of a Mobile Manipulator. In: IEEE Int. Conf. on Robotics and Automation, San Diego, California, USA, pp. 2187–2192 (1994)
Meghdari, M., Durali, M., Naderi, D.: Investigating Dynamic Interaction Between the one D.O.F. Manipulator and Vehicle of a Mobile Manipulator. J. Intell. Robot. Syst. 28, 277–290 (1997)
Moosavian, S.A., Papadopoulos, E.: Explicit Dynamic of Free Flyers with Multiple Manipulator via SPACEMAPLE. J. Adv. Robotic 18(2), 223–244 (2004)
Eslamy, M., Moosavian, S.A.: Dynamics and Cooperative Object Manipulation Control of Suspended Mobile Manipulators. J. Intell. Robot Syst. 60, 181–199 (2010)
Aguiar, A.P., Hespanha, J.P.: Trajectory-Tracking and Path-Following of Underactuated Autonomous Vehicles with Parametric Modeling Uncertainty. IEEE Trans. on Auto. Cont. 52(8), 1362–1379 (2007)
Kim, M.S., Shim, J.H., Hong, S.G.: Designing a Robust Adaptive Dynamic Controller for Nonholonomic Mobile Robots under Modeling Uncertainty and Disturbances. Mechatronics 13(5), 507–519 (2003)
Dovgobrod, G.M., Klyachko, L.M.: Simplified Derivation of Control Law Providing for a Vehicle’s Motion on a Nonlinear Path. Gyroscopy and Navigation 3(1), 35–40 (2012)
Chen, W., Mills, J.K., Chu, J., Sun, D.: A Fuzzy Compensator for Uncertainty of Industrial Robots. In: IEEE Int. Conf. on Robotics and Automation, Seoul, Korea, pp. 2968–2973 (2001)
Liu, S., Ma, C., Luo, C., Wang, X.: Adaptive Control of Free-Floating Space Robot with Disturbance Based on Robust Fuzzy Compensator. In: 2nd. Int. Conf. on Intelligent Human-Machine System and Cybernetics, Nanjing, China, pp. 23–28 (2010)
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Zhong, G., Kobayashi, Y., Emaru, T., Hoshino, Y. (2012). Trajectory Tracking of Wheeled Mobile Robot with a Manipulator Considering Dynamic Interaction and Modeling Uncertainty. In: Su, CY., Rakheja, S., Liu, H. (eds) Intelligent Robotics and Applications. ICIRA 2012. Lecture Notes in Computer Science(), vol 7507. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33515-0_37
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DOI: https://doi.org/10.1007/978-3-642-33515-0_37
Publisher Name: Springer, Berlin, Heidelberg
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