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Adaptive Fuzzy Control of Constrained Flexible-Link Manipulators

Adaptive Fuzzy Control of Constrained Flexible Link Manipulators
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摘要 In this paper, a novel adaptive fuzzy control scheme is presented. The controller is constructed by using a table lookup scheme and self tuning techniques, which includes the identification block, the fuzzification, the updating rule base, the defuzzification, and the crisp controller (sub controller), etc. The adaptive fuzzy controller is designed in detail by means of a triangular membership function and the center of gravity method. The control scheme addressed here is implemented to control the motion of the end effector of a two link constrained flexible manipulator. Computer simulation results show that the novel adaptive fuzzy control scheme works quite well. In this paper, a novel adaptive fuzzy control scheme is presented. The controller is constructed by using a table lookup scheme and self tuning techniques, which includes the identification block, the fuzzification, the updating rule base, the defuzzification, and the crisp controller (sub controller), etc. The adaptive fuzzy controller is designed in detail by means of a triangular membership function and the center of gravity method. The control scheme addressed here is implemented to control the motion of the end effector of a two link constrained flexible manipulator. Computer simulation results show that the novel adaptive fuzzy control scheme works quite well.
出处 《International Journal of Plant Engineering and Management》 1997年第4期52-62,共11页 国际设备工程与管理(英文版)
关键词 adaptive control fuzzy logic self tuning constrained motion flexible link manipulator adaptive control, fuzzy logic, self tuning, constrained motion, flexible link manipulator
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