Title :
Adaptive fuzzy logic controller based on parameter estimation
Author :
Han, Jia-Yuan ; McMurray, Vincent
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
Introduces a novel adaptive fuzzy controller based on fuzzy inference in each layer of the fuzzy controller. An adaptive mechanism is proposed to approximate the parameters of the system based on the system response. The adaptive control is implemented by a new layer of fuzzy inference. Computer simulation results demonstrate the ability to apply multiple layers of fuzzy logic and the effectiveness of the proposed adaptive fuzzy controller
Keywords :
adaptive control; fuzzy control; parameter estimation; adaptive fuzzy controller; fuzzy inference; fuzzy logic; multiple layers; parameter estimation; system response; Adaptive control; Computer simulation; Control systems; Decision making; Fuzzy control; Fuzzy logic; Fuzzy systems; Nonlinear control systems; Parameter estimation; Programmable control;
Conference_Titel :
Circuits and Systems, 1992., Proceedings of the 35th Midwest Symposium on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-0510-8
DOI :
10.1109/MWSCAS.1992.271200
