Jantzen, Senta Lisa, Yu, Jiarui, Smith, Peter G.R. and Holmes, Christopher (2020) Using k-nearest neighbor algorithm to identify mechanical vibrational modes of a cantilever with spectrally multiplexed fiber Bragg gratings. In Advanced Photonics Congress. OSA. 2 pp .
Abstract
We demonstrated for the first time the identification of mechanical modes of a cantilever with attached fiber Bragg gratings using k-Nearest Neighbor, a machine learning algorithm. We analyzed the frequency range of 40-300 Hz and an acceleration of 1.1 ± 0.1 g.
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- Current Faculties > Faculty of Engineering and Physical Sciences > Zepler Institute for Photonics and Nanoelectronics > Nanophotonics Group > Photonic Systems Circuits and Sensors Group
Zepler Institute for Photonics and Nanoelectronics > Nanophotonics Group > Photonic Systems Circuits and Sensors Group - Current Faculties > Faculty of Engineering and Physical Sciences > Zepler Institute for Photonics and Nanoelectronics
Zepler Institute for Photonics and Nanoelectronics
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