[TuE1] Advanced Sensing and Transmission Applications

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[TuE1-3] A Non-contact Sleep Analysis System Based on Transformer and Optical Fiber Sensor

○yanyao chen^1,2, Weimin Lyu^1,2, Shijun Xiao², Changyuan Yu^1,2 (1. The Hong Kong Polytechnic University Jinjiang Technology and Innovation Research Institute, Jinjiang, Fujian, China (China), 2. Photonics Research Institute, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University (Hong Kong))

Keywords:

Fiber sensing and other applications

This paper introduces a non-contact sleep monitoring system based on a fiber optic Mach-Zehnder Interferometer (MZI). The proposed Noisy-label-learning Transformer algorithm is used to classify sleep stages, achieving an accuracy of 82.65%.