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

Shih-Hsuan Lai, Chun-Chia Chen, Chun-Yen Chuang, Zai-Yuan Han, Kyle Cheng, Irwin Chen,Vincent Wu,Jyehong Chen

2022 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)（2022）

引用 0|浏览1

暂无评分

摘要

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.

查看译文

关键词

Digital Networks,Network Efficiency,Heart Rate Monitor,Temporal Convolutional Network,Frequency-modulated Continuous-wave Radar,mmWave Frequency Modulated Continuous Wave Radar,Average Accuracy,Monitoring Network,Types Of Equipment,Exercise Equipment,Residual Block,Inference Time,Phase Map,Backscattered Signals

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要