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

*此作品的通信作者

研究成果: Conference contribution同行評審

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.

原文English
主出版物標題2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2022 - Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9798350350012
DOIs
出版狀態Published - 2022
事件2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2022 - Sapparo, 日本
持續時間: 31 7月 20225 8月 2022

出版系列

名字2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2022 - Proceedings

Conference

Conference2022 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2022
國家/地區日本
城市Sapparo
期間31/07/225/08/22

指紋

深入研究「A Computational Efficient Temporal Convolutional Network for Heart Rate Monitoring under Strenuous Exercising Condition using a mm-Wave FMCW Radar」主題。共同形成了獨特的指紋。

引用此