MANIPULATION
Development of a GA-Fuzzy-Immune PID Controller with Incomplete Derivation for Robot Dexterous Hand
Xinhua Liu, Xiaohu Chen, Xianhua Zheng, Sheng-peng Li, Zhongbin Wang
- Year
- 2014
- Citations
- 16
- Access
- Open access
Abstract
In order to improve the performance of robot dexterous hand, a controller based on GA-fuzzy-immune PID was designed. The control system of a robot dexterous hand and mathematical model of an index finger were presented. Moreover, immune mechanism was applied to the controller design and an improved approach through integration of GA and fuzzy inference was proposed to realize parameters' optimization. Finally, a simulation example was provided and the designed controller was proved ideal.
Keywords
PID controllerControl theory (sociology)Ideal (ethics)Fuzzy logicController (irrigation)Control engineeringRobotComputer scienceFuzzy inferenceArtificial immune system
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