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
Link To Document :
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