Design of an Analog Adaptive Fuzzy Logic Controller

An analog Adaptive fuzzy logic controller is proposed. This controller is based on back-propagation algorithm, and designed for the use of on chip learning. This adaptive fuzzy logic controller was composed of an analog fuzzy logic controller and a learning circuit that realizes online learning mech...

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Published inFuzzy Systems and Knowledge Discovery pp. 1034 - 1043
Main Authors Xu, Zhihao, Jin, Dongming, Li, Zhijian
Format Book Chapter Conference Proceeding
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2005
Springer
SeriesLecture Notes in Computer Science
Subjects
Applied sciences
Artificial intelligence
Computer science; control theory; systems
Exact sciences and technology
Fuzzy logic
Fuzzy control
Backpropagation algorithm
Control circuit
Logic controller
Adaptive control
Remote teaching
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Abstract An analog Adaptive fuzzy logic controller is proposed. This controller is based on back-propagation algorithm, and designed for the use of on chip learning. This adaptive fuzzy logic controller was composed of an analog fuzzy logic controller and a learning circuit that realizes online learning mechanism. It can tune the consequent parameters automatically with the help of a direction signal. Hspice simulation of functional approximation experiment was held, showing that this controller has the on-chip learning capability.
AbstractList An analog Adaptive fuzzy logic controller is proposed. This controller is based on back-propagation algorithm, and designed for the use of on chip learning. This adaptive fuzzy logic controller was composed of an analog fuzzy logic controller and a learning circuit that realizes online learning mechanism. It can tune the consequent parameters automatically with the help of a direction signal. Hspice simulation of functional approximation experiment was held, showing that this controller has the on-chip learning capability.
Author Li, Zhijian
Jin, Dongming
Xu, Zhihao
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Wang, Lipo
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Keywords Fuzzy logic
Fuzzy control
Backpropagation algorithm
Control circuit
Logic controller
Adaptive control
Remote teaching
Language English
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Snippet An analog Adaptive fuzzy logic controller is proposed. This controller is based on back-propagation algorithm, and designed for the use of on chip learning....
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SubjectTerms Applied sciences
Artificial intelligence
Computer science; control theory; systems
Exact sciences and technology
Title Design of an Analog Adaptive Fuzzy Logic Controller
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