Published March 18, 2025 | Version v1
Dataset Open

MobiVital: A Dataset for Contactless Respiration Monitoring Using UWB Radar

  • 1. Samsung Research America
  • 2. UCLA

Description

Respiration is an important vital sign that reflects essential physiological functions of human bodies. Continuous respiration monitoring can assist in diagnosing health issues and enhancing rehabilitation training.  However, while numerous learning-based methods have been proposed to extract respiration, public datasets for wireless respiration sensing are scarcely available. To support fast prototyping and encourage reproducible research for wireless vital signal monitoring systems, we introduce MobiVital, a 12-person, 24-hour dataset collected using an ultra-wideband (UWB) radar to monitor the subjects' vital signals, with time-synchronized ground truth obtained from wearable sensors. 

Files

handheld.zip

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Additional details

Funding

DEVCOM Army Research Laboratory
Alliance for IoBT Research on Evolving Intelligent Goal-driven Networks (IoBT REIGN) W911NF1720196
National Institutes of Health
mHealth Center for Discovery, Optimization, and Translation of Temporally-Precise Interventions (mDOT) 1P41EB028242

Dates

Collected
2023-10-06

Software

Repository URL
https://github.com/nesl/mobivital-public
Development Status
Wip