[CMP15B] Hardware and System

[CMP15B-05] A Computational Efficient Temporal Convolutional Network for Heart Rate Monitoring under Strenuous Exercising Condition using a mm-Wave FMCW Radar

*Shih-Hsuan Lai¹, Chun-Chia Chen¹, Chun-Yen Chuang¹, Zai-Yuan Han¹, Kyle Cheng², Irwin Chen², Vincent Wu², Jyehong Chen¹ (1. National Yang Ming Chiao Tung University (Taiwan), 2. Wistron Corporation (Taiwan))

[Presentation Style] Online

A mm-Wave FMCW radar system with a low-complexity temporal convolutional network for non-contact exercise heart-rate monitoring is demonstrated. With around 10% of original parameters, we achieve 85% average accuracy on various types of exercise equipment.