@inproceedings{679a4a3d1c2f4823808e87ae62309c7b,
title = "Intelligent information processing of Fiber Bragg Grating biosensor for stress monitoring in microfluidics system",
abstract = "A Fiber Bragg Grating (FBG) biosensor with good biocompatibility promises label-free, anti-electromagnetic interference, and non-destructive detection of stress monitoring, it holds the potential to rapidly identify the stress changes in microfluidics systems. Based on signal processing, the correlation between wavelength shift in FBG and flowrate is discussed, an alternative to manual processing of wavelength offset calculation is analyzed, and the automatic selection of FBG wavelength change under high noise conditions is realized. In addition, we propose some technologies of intelligent processing algorithms such as machine learning (BP—back propagation neural network) and moving average. Finally, the feasibility and stability of the signal processing method are verified by experimental validation and multiple data sets testing. This study provides a promising intelligent information processing strategy for rapid and accurate stress sensing of microfluidics systems.",
keywords = "Biosensor, Fiber Bragg Grating (FBG), Intelligent information processing, Machine learning, Microfluidics, Stress Monitoring",
author = "Zijun Zhang and Zhenghao Lu and Jing Wang and Han Pan and Peiyun Li and Xiaoyao Li",
note = "Publisher Copyright: {\textcopyright} 2023 SPIE.; 3rd International Computing Imaging Conference, CITA 2023 ; Conference date: 01-06-2023 Through 03-06-2023",
year = "2023",
doi = "10.1117/12.2687576",
language = "English",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
publisher = "SPIE",
editor = "Xiaopeng Shao",
booktitle = "Third International Computing Imaging Conference, CITA 2023",
address = "United States",
}