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Real-Time Medical Radar-based Vital Sign Monitoring System Implemented with Signal Quality Classification Algorithm

Yen, H.T. and Hoang, V.-P. and Son, N.H. and Kien Trinh, Q. and Tran, X.N. and Ishibashi, K. and Sun, G. (2022) Real-Time Medical Radar-based Vital Sign Monitoring System Implemented with Signal Quality Classification Algorithm. In: Conference of 15th International Conference on Advanced Technologies for Communications, ATC 2022, 20 October 2022 Through 22 October 2022, Hanoi.

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Abstract

Owing to the Covid-19 epidemic, medical radar has become a potential non-contact method in patient monitoring. However, this radar type is sensitive to external interference. The output signal obtained by the radar when a patient makes random body movements can significantly reduce the accuracy of vital sign detection algorithms. In addition, algorithms should be developed for actual application. In this study, we present an improved model of the 24-GHz radar signal quality classification system and a technique to enhance the resolution of respiration rate (RR) and heart rate (HR) for short time interval signals. Moreover, a complete system including signal quality assessment and vital signs extraction is implemented in real time on the Lab-VIEW software. The signal quality classification was evaluated on the measured signals of 10 healthy subjects. Accordingly, the obtained results indicate that with specific features, the accuracy of signal quality classification reaches 89.8-100 while real-time RR and HR extraction results demonstrate significant agreement between radar measurement and the contact-type sensor. © 2022 IEEE.

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculties > Faculty of Radio-Electronic Engineering
Institutes > Institute of System Integration
Identification Number: 10.1109/ATC55345.2022.9943036
Uncontrolled Keywords: Patient monitoring; Radar; Radar measurement, 24 GHz radar; Heart-rate; Medical radar; Non-contact; Quality classification; Real- time; Respiration rate; Signal quality; Vital sign; Vital signs monitoring, Extraction
Additional Information: Conference of 15th International Conference on Advanced Technologies for Communications, ATC 2022 ; Conference Date: 20 October 2022 Through 22 October 2022; Conference Code:184412
URI: http://eprints.lqdtu.edu.vn/id/eprint/10621

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