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1.苏州工学院 电子信息工程学院,苏州 215500
2.香港理工大学 电子及资讯工程学系,香港 999077
徐伟(1986-),男,江苏常熟人。讲师,博士,主要研究方向为新型光纤集成器件和算法。
张业铭(2003-),男,江苏泰州人。本科,主要研究方向为光纤传感技术。
余长源,教授。E-mail:changyuan.yu@polyu.edu.hk
收稿:2025-05-14,
修回:2025-07-22,
纸质出版:2025-12-10
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徐伟,张业铭,倪锦超,等. 干涉型光纤生命体征传感监测技术的研究综述[J]. 光通信研究,2025(6): 250176.
Xu W, Zhang Y M, Ni J C, et al. Research Progress of Fiber Interferometric-based Vital Signs Monitoring[J]. Study on Optical Communications, 2025(6): 250176.
徐伟,张业铭,倪锦超,等. 干涉型光纤生命体征传感监测技术的研究综述[J]. 光通信研究,2025(6): 250176. DOI: 10.13756/j.gtxyj.2025.250176.
Xu W, Zhang Y M, Ni J C, et al. Research Progress of Fiber Interferometric-based Vital Signs Monitoring[J]. Study on Optical Communications, 2025(6): 250176. DOI: 10.13756/j.gtxyj.2025.250176.
文章回顾了研究小组在抗失真及人工智能(AI)技术在干涉型光纤生命体征传感监测中的研究进展。文章从光纤马赫-曾德尔干涉仪(MZI)的信号失真问题出发,分析了动圈式相位调制、生成对抗网络(GAN)神经网络重建、薄膜压电辅助解调及垂直腔面发射激光器(VCSEL)有源零差解调等抗失真技术;同时探讨了ELA模型和改进U-Net等端到端AI算法在心率(HR)、呼吸频率(RR)监测及心冲击(BCG)信号特征提取中的应用。这些技术进一步完善了非侵入式光纤干涉型生命体征监测系统,为其在大健康领域大范围应用起了重要的支撑作用。
This paper reviews our progress in applying anti-distortion and Artificial Intelligence (AI) techniques to fiber-optic interferometric vital signs monitoring. To solve the signal distortion issues in fiber Mach-Zehnder Interferometers (MZI)
several distortion-resistant methods have been proposed
including moving-coil transducer
Generative Adversarial Network (GAN)-based neural network reconstruction
thin-film piezoelectric-assisted demodulation
and Vertical Cavity Surface Emitting Laser (VCSEL)-based active homodyne demodulation. Meanwhile
the applications of end-to-end AI algorithms have also been explored for Heart Rate (HR)
Respiratory Rate (RR) monitoring
and feature extraction in Ballistocardiogram (BCG) signals
such as the ELA model and improved U-Net. These technologies have further improved the non-invasive fiber-optic interferometric vital sign monitoring system
playing a crucial supporting role in the wide application of this system in the field of general health.
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