Laser & Optoelectronics Progress, Volume. 62, Issue 17, 1706002(2025)
Intelligent Processing Technology for Anomaly Detection and Denoising of Optical Fiber Plasma Sensing Data
[2] Fan Z K, Meng J H, Chu S C. Liquid crystal-filled double-D-type PCF dual-parameter sensor based on SPR[J]. Acta Optica Sinica, 44, 0928001(2024).
[12] Li C B, Li S Y, Cheng Y. Research on denoising algorithm of water flow sound in coal mining face[J]. Journal of Chongqing University of Technology (Natural Science), 38, 166-175(2024).
[14] Ji T, Liu W J, Duan L et al. Big data behavior analysis of power customers based on improved gaussian mixture model[J]. Journal of Chongqing University of Technology (Natural Science), 36, 233-240(2022).
[16] Chen Y, Yao Z M, Liu H L et al. Pulse wave denoising based on improved complementary ensemble empirical mode decomposition[J]. Acta Optica Sinica, 44, 0707001(2024).
[20] Ma B, Zhou S Y, Jiang W L et al. The modified velocity prediction strategy based on the collision risk clustering in cut-in scenarios[J]. Journal of Chongqing University of Technology (Natural Science), 38, 67-76(2024).
[21] Gao H T, Kang J H, Zhang Z et al. Enhancement of signal-to-noise ratio based on variational mode decomposition for phase-sensitive optical time domain reflectometry[J]. Acta Optica Sinica, 43, 2106002(2023).
[23] Chen Y, Luo B B, Huang Y et al. Coreless optical fiber surface plasmon resonance refractive index sensor enhanced by Ti3C2-MXene sensitization[J]. Acta Optica Sinica, 45, 0206005(2025).
[27] Min Y, Chang J H, Ke X Y et al. Optical fiber sensors for simultaneous detection of refractive index, pH, and temperature based on empirical mode decomposition[J]. Acta Optica Sinica, 44, 2306004(2024).
Get Citation
Copy Citation Text
Binqiang Ye, Yayu Yin, Minglang Zhang, Xiaoling Peng, Bin Tang. Intelligent Processing Technology for Anomaly Detection and Denoising of Optical Fiber Plasma Sensing Data[J]. Laser & Optoelectronics Progress, 2025, 62(17): 1706002
Category: Fiber Optics and Optical Communications
Received: Apr. 9, 2025
Accepted: May. 7, 2025
Published Online: Sep. 16, 2025
The Author Email: Xiaoling Peng (Pengxiaoling@cqut.edu.cn)
CSTR:32186.14.LOP251129