Research on NN-PID Motion Control Technology for a Wheeled Mobile Robot

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Abstract:

Robotics is a spiry integral technology of mechanics, electrics and cybernetics. Through systematical study of a wheeled mobile robot, The kinematic model of it is deduced. A Cerebella Model Articulation Controller (CMAC) PID controller was developed to control the motion to accomplish the realistic motions of the wheeled mobile robot system. The experimental is carried out. The results prove the algorithm is correct, and indicate that the design of CMAC-PID controller is a success. The whole research will provide a reference to the study of the mobile robotics.

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Periodical:

Advanced Materials Research (Volumes 538-541)

Pages:

2636-2640

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Online since:

June 2012

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[1] Raia T. Hadsell,Learning Long-Range Vision for an Offroad Robot,[D] New York Univ NY courant inst of mathematical sciences, 2008 sep.

Google Scholar

[2] P.F. Muir and C.P. Neumann, "Kinematic modeling of wheeled mobile robots," [J] Robotic Systems, vol. 4, no. 2, pp.282-340, 1987.

Google Scholar

[3] Zhuo Wei and Simon X. Yang, Neural Network Based Extended Kalman Filter for Localization of Mobile Robots, Proceedings of the 8th World Congress on Intelligent Control and Automation. June 21-25 2011, Taipei, Taiwan

DOI: 10.1109/wcica.2011.5970654

Google Scholar

[4] D. E. Orin and S. Y. Oh, "Control of Force Distribution in Robotic Mechanisms Containing Closed Kinematic Chains," Journal of Dynamic Systems, Measurement, and Control, Vol. 103, No. 2, June 1981, pp.134-141.

DOI: 10.1115/1.3139653

Google Scholar

[5] P.F. Muir and C.P. Neumann, "Modeling and Control of wheeled mobile robots," [D] Carnegie-Mellon University, (1988)

Google Scholar