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  6. Non-Contact Heart Rate Estimation in Low SNR Environments Using mmWave Radar
Details

Non-Contact Heart Rate Estimation in Low SNR Environments Using mmWave Radar

Source Publication
USNC-URSI
Date Issued
January 1, 2022
Author(s)
Bauder, Chandler J  
Fathy, Aly E  
Permanent URI
https://trace.tennessee.edu/handle/20.500.14382/17132
Abstract

Extracting accurate heart rate estimates of human subjects from a distance in high-noise scenarios using radar is a common problem. Often, frequency components from sources such as movement and vital signs from other subjects can overpower the weak reflected signal of the heart. In this study, we propose a signal processing scheme using a state-of-the-art Adaptive Multi-Trace Carving algorithm (AMTC) to accurately detect the heart rate signal over time in non-ideal scenarios. In our initial proof-of-concept results, we show a low heart rate estimation mean absolute error (MAE) of 3bpm for a single subject marching in place and less than 7.2bpm for a scenario of two human subjects at the same distance from the radar.

Subjects

vital signs

fmcw

range profile

heart rate

Disciplines
Signal Processing
File(s)
Thumbnail Image
Name

Repository_Data.zip

Size

1.02 GB

Format

Unknown

Checksum (MD5)

12dacd9e3501fe84d4f3f784717ff9fb


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