Proceedings of the KOSOMBE Conference (대한의용생체공학회:학술대회논문집)

The Korean Society of Medical and Biological Engineering (대한의용생체공학회)
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Classification of Volatile Chemicals using Artificial Odour Sensing System

인공 후각 시스템을 이용한 휘발성 화학물질의 분류

  • Byun, H.G. (Industry Technology Research Centre, MyongJi Univ.) ;
  • Beack, S.H. (Dept. of Control and Instrumentation Eng., MyongJi Univ.) ;
  • Ki, H.K. (Dept. of Electrical Eng. Suwon Univ.)
  • 변형기 (명지대학교 산업기술연구소) ;
  • 백승화 (명지대학교 제어계측공학과) ;
  • 김현기 (수원대학교 전기공학과)
  • Published : 1996.05.17
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Abstract

Neural networks are increasingly being used to enhance the classification and recognition powers of data collected from sensor array. This papers reports the effectiveness of multilayer perceptron network based on back-propagation algorithm combined with the outputs from "Electronic Nose" using electrically conducting polymers as sensor materials. Robust performance and classification results are produced with preprocessing method.

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