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An Algorithm Based on Neuro-Fuzzy Controller Implemented in A Smart Clothing System For Obstacle Avoidance

  • Senem Kursun Bahadir*
  • , Sebastien Thomassey
  • , Vladan Koncar
  • , Fatma Kalaoglu
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Université de Lille

Araştırma sonucu: Dergiye katkıMakalebilirkişi

4 Atıf (Scopus)

Özet

In this study, to overcome navigation concerns of visually impaired people, an algorithm based on neuro-fuzzy controller composed of multi-layer fuzzy inference systems (FIS) for obstacle avoidance was developed and it was implemented in a smart clothing system. The success of the proposed algorithm was tested in real environment and it was compared with one layer FIS. Results showed that the proposed algorithm is capable of guiding user to a right orientation and it presented better results than the one layer FIS.

Orijinal dilİngilizce
Sayfa (başlangıç-bitiş)503-517
Sayfa sayısı15
DergiInternational Journal of Computational Intelligence Systems
Hacim6
Basın numarası3
DOI'lar
Yayın durumuYayınlandı - May 2013

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