Title :
Fuzzy logic self-motion planning and robust adaptive control for tip-over avoidance of redundant mobile modular manipulators
Author :
Li, Yangmin ; Liu, Yugang
Author_Institution :
Fac. of Sci. & Technol., Macau Univ., Taipa
Abstract :
A redundant nonholonomic mobile modular manipulator composed of a 3-wheeled nonholonomic mobile platform and a N-degree of freedom (DOF) onboard modular manipulator is investigated in this paper. Redundancy of the atop manipulator is used to avoid tipping over of the entire robot through automatically adjusting self-motions in a realtime manner. On the basis of modular robot concept, a kind of integrated dynamic modeling method is proposed. A real-time fuzzy logic (FL) self-motion planner and a robust adaptive controller are presented to prevent the robot from overturn without affecting the end-effector specified tasks. A new sliding mode function is devised, which is not only continuous but also infinitely differentiable, then chattering caused by classical sign function can be eliminated effectively. The proposed algorithm does not need exact a priori dynamic parameters and has strong external disturbance suppression ability. Simulation results for a real robot moving on a slope demonstrate that the proposed controller is effective
Keywords :
adaptive control; collision avoidance; end effectors; fuzzy control; mobile robots; motion control; robust control; self-adjusting systems; variable structure systems; 3-wheeled nonholonomic mobile platform; disturbance suppression ability; end-effector; fuzzy logic self-motion planning; integrated dynamic modeling method; real-time fuzzy logic self-motion planner; redundant mobile modular manipulators; robust adaptive control; sliding mode function; tip-over avoidance; Adaptive control; Fuzzy logic; Manipulator dynamics; Motion planning; Programmable control; Robotics and automation; Robots; Robust control; Sliding mode control; Vehicle dynamics;
Conference_Titel :
Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-9047-4
DOI :
10.1109/AIM.2005.1511187