[TuE1] Advanced Sensing and Transmission Applications

9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

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

○Yanyao Chen¹, Weimin Lyu¹, Shijun Xiao², Changyuan Yu^1,2 (¹The Hong Kong Polytechnic Univ. Jinjiang Technology and Innovation Research Institute, ²The Hong Kong Polytechnic Univ.)

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%.