• Title/Summary/Keyword: ADALINE-퍼지 논리 시스템

Search Result 2, Processing Time 0.023 seconds

Learning Method of the ADALINE Using the Fuzzy System (퍼지 시스템을 이용한 ADALINE의 학습 방식)

  • 정경권;김주웅;정성부;엄기환
    • Journal of the Institute of Electronics Engineers of Korea CI
    • /
    • v.40 no.1
    • /
    • pp.10-18
    • /
    • 2003
  • In this paper, we proposed a learning algorithm for the ADALINE network. The proposed algorithm exploits fuzzy system for automatic tuning of the weight parameters of the ADALINE network. The inputs of the fuzzy system are error and change of error, and the output is the weight variation. We used different scaling factor for each weights. In order to verify the effectiveness of the proposed algorithm, we peformed the simulation and experimentation for the cases of the noise cancellation and the inverted pendulum control. The results show that the proposed algorithm does not need the learning rate and improves 4he performance compared to the Widrow-Hoff delta rule for ADALINE.

Intelligent Control System for Universal Kiosk (가변형 키오스크를 위한 지능제어 시스템 설계)

  • Kyung, Yeo-Sun;Kim, Joo-Woong;Yoo, Young-Cheol;Jung, Sung-Boo;Eom, Ki-Hwan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2011.05a
    • /
    • pp.579-582
    • /
    • 2011
  • Variable mechanism perceives height and location of the person who use Kiosk system then control the machine to proper height and location. In this paper, we propose ADALINE-Fuzzy logic system control method for control height and direction of the variable kiosk. To prove usefulness of proposed system, we performed Widrow-Hoff delta rule experiment and carried out examination and comparison of control performance about heigh and direction of the person using kiosk system.

  • PDF