• Title/Summary/Keyword: bipolar fuzzy set

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Improvement of Bipolar Magnetic Guidance Sensor Performance using Fuzzy Inference System (양극성 자기유도센서의 성능 향상을 위한 퍼지 추론 시스템)

  • Park, Moonho;Cho, Hyunhak;Kim, Kwangbaek;Kim, Sungshin
    • Journal of the Korean Institute of Intelligent Systems
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    • v.24 no.1
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    • pp.58-63
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    • 2014
  • Most of light duty AGVs(AGCs) using tape of magnetic for the guide path have digital guidance magnetic sensor. Digital guidance magnetic sensor using magnet-tape is on/off type and has positioning error of magnet-tape as 10~50 mm. AGC using this sensor doesn't induce accurate position of magnet-line which is magnet-tape because of magnetic field which motor in AGC creates, outer magnetic field, earth's magnetic field, etc. AGC when driving wobbles due to this error and this error can cause path deviation. In this paper, we propose fuzzy inference system for improvement of bipolar analog magnetic guidance sensor performance. Fuzzy is suitable in term of fault tolerance, uncertainty tolerance, real-time operation, and Nonlinearity as compared with other algorithms. In previous research, we produced bipolar magnetic guidance sensor and we set the threshold in order to calculate digital values of magnet position. Fuzzy inference system is designed using outputs of Analog hall sensors. Magnet position calculated by digital method is improved by outputs of this system. In result, proposed method was verified by improving performance of magnetic guidance sensor.