• DocumentCode
    2144702
  • Title

    Design of a hetero-core smart fiber optic microbend sensor

  • Author

    Efendioglu, H.S. ; Sahin, A.K. ; Yildirim, T. ; Fidanboylu, K.

  • fYear
    2011
  • fDate
    15-18 June 2011
  • Firstpage
    340
  • Lastpage
    343
  • Abstract
    In this work, hetero-core optical fibers were used instead of multimode optical fibers in microbend sensors and it was concluded from the experiments that, using hetero-core fiber instead of multimode fiber with the same core diameter for microbending sensors, turns out to be a more sensitive sensor configuration. Multimode fibers were used instead of single mode fibers in the hetero-core section of the hetero-core optical fibers for the first time. In addition to that, by using the data taken from microbend force sensors, the ability of Artificial Neural Networks (ANNs) in the prediction of force values was also analyzed. Multilayer Perceptron with different algorithms were used as a ANN model. All algorithms used can predict force values with considerable errors. Furthermore, an intelligent and multiple sensor architecture were suggested by using ANNs to get more sensitive and accurate measurement results.
  • Keywords
    electrical engineering computing; fibre optic sensors; force sensors; multilayer perceptrons; ANN; artificial neural network; heterocore smart fiber optic microbend sensor; intelligent sensor architecture; multilayer perception; multimode optical fiber; multiple sensor architecture; Artificial neural networks; Force; Optical fiber networks; Optical fiber sensors; Optical fibers; Robot sensing systems; artificial neural networsk; fiber optic sensor; microbend sensor; multi-layer perceptron;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovations in Intelligent Systems and Applications (INISTA), 2011 International Symposium on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-61284-919-5
  • Type

    conf

  • DOI
    10.1109/INISTA.2011.5946141
  • Filename
    5946141