A diagnosis methodology for continuous time measurements using hierarchical signal representations

TÜMER M. B., Belfore L. A., Ropella K.

1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5), San Diego, Amerika Birleşik Devletleri, 11 Ekim 1998, ss.3038-3043 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/icsmc.1998.725127
  • Basıldığı Şehir: San Diego
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.3038-3043
  • Marmara Üniversitesi Adresli: Evet

Özet

A methodology for automated diagnosis of systems characterized by continuous signals is presented. The methodology requires the definition and construction of several fuzzy automatons each capable of identifying a particular condition. When the diagnostic system is in operation, the time sampled system measurements are presented to all automatons simultaneously. The fuzziness in automaton operation enables input processing from several perspectives, consistent with the operation of the automatons, allowing for toleration of measurement noise and other ambiguities. The methodology is applied to the problem of automatic electrocardiogram diagnosis.