Zhisheng Zhang, Shengpeng Wan, Lü Weilong, Junsong Yu. Research on Respiratory Measurement and Classification Based on Fiber Bragg Grating[J]. Laser & Optoelectronics Progress, 2023, 60(11): 1106030
- Laser & Optoelectronics Progress
- Vol. 60, Issue 11, 1106030 (2023)
Fig. 1. FBG sensor package installation. (a) Packaged FBG sensors; (b) test installation of body parts
Fig. 2. Principle block diagram of respiratory signal acquisition system
Fig. 3. Collected respiratory signals. (a) Cough; (b) hold breathing; (c) normal breathing; (d) breathing after exercise
Fig. 4. Signal denoised by wavelet decomposition reconstruction of normal respiratory signal
Fig. 5. SVM binary classification schematic
Fig. 6. Particle swarm search flow chart
Fig. 7. Fitness curve of PSO optimization algorithm
Fig. 8. Confusion matrix of four kinds of respiratory signals. (a) SVM classification confusion matrix; (b) PSO-SVM classification confusion matrix
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20