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Conferences > SPPCom > 2020 > JTu3F > JTu3F.2
  • OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper JTu3F.2
  • •https://doi.org/10.1364/PSC.2020.JTu3F.2

Using k-Nearest Neighbor Algorithm to Identify Mechanical Vibrational Modes of a Cantilever with Spectrally Multiplexed Fiber Bragg Gratings

Senta L. Jantzen, Jiarui Yu, Peter G. R. Smith, and Christopher Holmes

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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.

© 2020 The Author(s)

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