Realization of CMAC Neural Network Controller by PC-based Design

碩士 === 國立交通大學 === 電機與控制工程學系 === 86 === The object of this paper is to design a CMAC control system by PC-based design combined by traditional PID controller. All control signal will be generated by PC. Due to the speed rising of PC recently﹐The applicatio...

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Bibliographic Details
Main Authors: Hsu, Kuo-han, 徐國翰
Other Authors: Fu-chuang Chen
Format: Others
Language:zh-TW
Published: 1998
Online Access:http://ndltd.ncl.edu.tw/handle/66579237086028875348
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Summary:碩士 === 國立交通大學 === 電機與控制工程學系 === 86 === The object of this paper is to design a CMAC control system by PC-based design combined by traditional PID controller. All control signal will be generated by PC. Due to the speed rising of PC recently﹐The application of PC is more important in several field. The large counting time of Neural Network can be reduced. Therefore, PC-based control system is a good choose.We use the correcting CMAC learning rule to simulate a CMAC control system, in order to realize what CMAC can play in this structure. The phenomenon of CMAC divergence have been improved. And, System generate a control signal to motors by D/A converter circuit from PC, get the locomotion by A/D converter circuit, and fix the sampling time by sampling clock circuit in order to control A-type machine arm. Finally, we show the result and diccussions.We still simulate the CMAC control system used in two coupling articulation .We generate a 6-input﹑2-output structure to learn the system inverse function of two coupling plant and control them, and get a good performance.