Design of an analog adaptive fuzzy logic controller

  • Authors:

  • Zhihao Xu;Dongming Jin;Zhijian Li

  • Affiliations:

  • Institute of Microelectronics, Tsinghua University, Beijing, China;Institute of Microelectronics, Tsinghua University, Beijing, China;Institute of Microelectronics, Tsinghua University, Beijing, China

  • Venue:
  • FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
  • Year:
  • 2005

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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.