Chinese Journal of Quantum Electronics, Volume. 39, Issue 4, 662(2022)

Optimization of open-loop system of optical fiber SPR sensor based on ICPSO-BP neural network

Lihui FU1、* and Junfeng DAI2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(11)

    [1] Zheng R S, Lu Y H, Lin K Q, et al. Recent progress of research on surface plasmon resonance sensors [J]. Chinese Journal of Quantum Electronics, 2008, 25(6): 657-664.

    [2] Fu L H, Yin W Q, Wang M H, et al. Optimization for closed-loop surface plasmon resonance fiber-optic refractive index sensors based on tapered probes [J]. Acta Photonica Sinica, 2015, 44(2): 0228001.

    [3] Fu L H, Yin W Q. Investigation on on-line optical fiber surface plasma resonance sensors based on frequency modulation spectroscopy [J]. Acta Optica Sinica, 2013, 33(6): 117-124.

    [4] Liu C C, Ying J, Yang H M, et al. Flying object recognition algorithm based on region CNN [J]. Transducer and Microsystem Technologies, 2021, 40(1): 110-113, 117.

    [5] Hu Y F, Li G Q, Wu Y J, et al. Spiking neural networks: A survey on recent advances and new directions [J]. Control and Decision, 2021, 36(1): 1-26.

    [6] Chen S L, Huang C H. Construction of continuous-variable coherent state quantum neural network model [J]. Chinese Journal of Quantum Electronics, 2017, 34(4): 467-472.

    [8] Arumugam M S, Rao M V C, Chandramohan A. A new and improved version of particle swarm optimization algorithm with global-local best parameters [J]. Knowledge and Information Systems, 2008, 16(3): 331-357.

    [9] Wu S H, Gao Y L. Improvement and comparison of particle swarm optimization [J]. Journal of Hefei University of Technology (Natural Science), 2019, 42(2): 184-188, 194.

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    [11] Fu L H, Yin W Q. An improved cooperated particle swarm optimization algorithm with dynamic information adjustment and controlled speed [J]. Journal of Vibration and Shock, 2012, 31(21): 120-125.

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    FU Lihui, DAI Junfeng. Optimization of open-loop system of optical fiber SPR sensor based on ICPSO-BP neural network[J]. Chinese Journal of Quantum Electronics, 2022, 39(4): 662

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    Paper Information

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    Received: Jan. 21, 2021

    Accepted: --

    Published Online: Aug. 24, 2022

    The Author Email: Lihui FU (flh3650326@163.com)

    DOI:10.3969/j.issn.1007-5461. 2022.04.022

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