Laser & Optoelectronics Progress, Volume. 60, Issue 21, 2106002(2023)
Overlapping Spectrum Classification and Demodulation of Fiber Bragg Grating Sensing Network Based on CWT-PSO Algorithm
[1] Zhang W F, Zhang M, Wang X Y et al. The analysis of FBG central wavelength variation with crack propagation based on a self-adaptive multi-peak detection algorithm[J]. Sensors, 19, 1056(2019).
[2] Ye X W, Su Y H, Xi P S. Statistical analysis of stress signals from bridge monitoring by FBG system[J]. Sensors, 18, 491(2018).
[3] Li Y J, Wang Z F, Wang J et al. Damage identification of I-beam based on fiber Bragg grating vibration sensor and extreme learning machine[J]. Chinese Journal of Lasers, 48, 1610004(2021).
[4] Alwis L S M, Bustamante H, Roth B et al. Evaluation of the durability and performance of FBG-based sensors for monitoring moisture in an aggressive gaseous waste sewer environment[J]. Journal of Lightwave Technology, 35, 3380-3386(2017).
[5] Wang J Q, Zhao L, Liu T Y et al. Novel negative pressure wave-based pipeline leak detection system using fiber Bragg grating-based pressure sensors[J]. Journal of Lightwave Technology, 35, 3366-3373(2017).
[6] Wang Y B, Lan H J. Study of fiber Bragg grating sensor system based on wavelength-division multiplexing/time-division multiplexing[J]. Acta Optica Sinica, 30, 2196-2201(2010).
[7] Tian K, Chen G X, Song Q Y et al. Time- and wavelength-division multiplex distributed sensing interrogation system based on distributed feedback laser array and ultraweak fiber Bragg grating[J]. Optical Engineering, 56, 117104(2017).
[8] Manie Y C, Peng P C, Shiu R K et al. Enhancement of the multiplexing capacity and measurement accuracy of FBG sensor system using IWDM technique and deep learning algorithm[J]. Journal of Lightwave Technology, 38, 1589-1603(2020).
[9] Jiang H, Lin C H, Chen J et al. Multi-objective optimal configuration of bandwidth resources in FBG sensor network for asymmetric overlapping spectra[J]. Acta Optica Sinica, 41, 1006002(2021).
[10] Hu Y, Mo W Q, Dong K F et al. Using maximum spectrum of continuous wavelet transform for demodulation of an overlapped spectrum in a fiber Bragg grating sensor network[J]. Applied Optics, 55, 4670-4675(2016).
[11] Ding P, Huang J B, Tang J S. Multi-peak FBG reflection spectrum segmentation based on continuous wavelet transformation[J]. Optical Fiber Technology, 50, 250-255(2019).
[12] Shi C Z, Chan C C, Jin W et al. Improving the performance of a FBG sensor network using a genetic algorithm[J]. Sensors and Actuators A: Physical, 107, 57-61(2003).
[13] Wang Y B, Fan X Y, Yao Y et al. The study of FBG sensor network based on genetic and simulated annealing algorithm[J]. Journal of Optical Communications, 29, 209-212(2008).
[14] Qi Y F, Li C L, Jiang P et al. Spectral shape multiplexing techology of fiber Bragg gratings using simulated annealing algorithm[J]. Acta Optica Sinica, 35, 0906004(2015).
[15] Gong J M, MacAlpine J M K, Chan C C et al. A novel wavelength detection technique for fiber Bragg grating sensors[J]. IEEE Photonics Technology Letters, 14, 678-680(2002).
[16] Liu D, Tang K, Yang Z Y et al. A fiber Bragg grating sensor network using an improved differential evolution algorithm[J]. IEEE Photonics Technology Letters, 23, 1385-1387(2011).
[17] Zhang M, Zhang W, Zhang P et al. Parameter optimization in particle swarm algorithm for spectral shape multiplexing demodulation of fiber Bragg grating[J]. Chinese Journal of Lasers, 46, 0706001(2019).
[18] Liang J J, Suganthan P N, Chan C C et al. Wavelength detection in FBG sensor network using tree search DMS-PSO[J]. IEEE Photonics Technology Letters, 18, 1305-1307(2006).
[19] Chen Y, Cheng Y N, Liu H L. Demodulation of light sensing overlapping spectral signal by improved particle swarm optimization algorithm[J]. Chinese Journal of Lasers, 45, 0710003(2018).
[20] Chen J, Lin Y T, Zhou Q X et al. Wavelength demodulation of a spectrally overlapped fiber Bragg grating sensor network based on peak match estimation of distribution algorithm[J]. Acta Photonica Sinica, 48, 0406002(2019).
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Jinhua Hu, Bingli Zheng, Yujing Deng, Danping Ren, Jijun Zhao. Overlapping Spectrum Classification and Demodulation of Fiber Bragg Grating Sensing Network Based on CWT-PSO Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(21): 2106002
Category: Fiber Optics and Optical Communications
Received: Aug. 31, 2022
Accepted: Nov. 8, 2022
Published Online: Oct. 26, 2023
The Author Email: Jinhua Hu (hujh84@hebeu.edu.cn)