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

Lihui FU; Junfeng DAI

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

[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.

[7] Li S Y, Li P C. Quantum particle swarms algorithm for continuous space optimization [J]. Chinese Journal of Quantum Electronics, 2007, 24(5): 569-574.

[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.

[10] Xia X W, Wang B J, Jin C, et al. Self-adaptive multi-swarm particle swarm optimization algorithm [J]. Journal of System Simulation, 2016, 28(12): 2887-2895, 2902.

[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.