TY - UNPB
T1 - Comprehensive mm-Wave FMCW Radar Dataset for Vital Sign Monitoring
T2 - Embracing Extreme Physiological Scenarios
AU - Sadeghi, Ehsan
AU - Skurule, Karina
AU - Chiumento, Alessandro
AU - Havinga, Paul
PY - 2024/5/21
Y1 - 2024/5/21
N2 - Recent advancements in non-invasive health monitoring technologies underscore the potential of mm-Wave Frequency-Modulated Continuous Wave (FMCW) radar in real-time vital sign detection. This paper introduces a novel dataset, the first of its kind, derived from mm-Wave FMCW radar, meticulously capturing heart rate and respiratory rate under various conditions. Comprising data from ten participants, including scenarios with elevated heart rates and participants with diverse physiological profiles such as asthma and meditation practitioners, this dataset is validated against the Polar H10 sensor, ensuring its reliability for scientific research. This dataset can offer a significant resource for developing and testing algorithms aimed at non-invasive health monitoring, promising to facilitate advancements in remote health monitoring technologies.
AB - Recent advancements in non-invasive health monitoring technologies underscore the potential of mm-Wave Frequency-Modulated Continuous Wave (FMCW) radar in real-time vital sign detection. This paper introduces a novel dataset, the first of its kind, derived from mm-Wave FMCW radar, meticulously capturing heart rate and respiratory rate under various conditions. Comprising data from ten participants, including scenarios with elevated heart rates and participants with diverse physiological profiles such as asthma and meditation practitioners, this dataset is validated against the Polar H10 sensor, ensuring its reliability for scientific research. This dataset can offer a significant resource for developing and testing algorithms aimed at non-invasive health monitoring, promising to facilitate advancements in remote health monitoring technologies.
KW - eess.SP
U2 - 10.48550/arXiv.2405.12659
DO - 10.48550/arXiv.2405.12659
M3 - Preprint
BT - Comprehensive mm-Wave FMCW Radar Dataset for Vital Sign Monitoring
PB - ArXiv.org
ER -