mm-Wave FMCW Radar Vital Sign Monitoring Dataset: Diverse Physiological Scenarios

This dataset contains vital sign measurements (heart rate and respiratory rate) from mm-wave Frequency-Modulated Continuous Wave (FMCW) radar. It includes data from ten participants across scenarios like resting, elevated heart rate activities, and accounts for extreme physiological conditions such as asthma and meditation. Each record is validated against the Polar H10 sensor. The dataset is structured to facilitate research in non-invasive health monitoring, providing ADC samples, range maps, and chest displacement signals. Note: The detailed guide for this data set can be found in "https://doi.org/10.48550/arXiv.2405.12659". In the case of using it please cite this article.本数据集收录了毫米波调频连续波（Frequency-Modulated Continuous Wave, FMCW）雷达采集的生命体征测量数据，涵盖心率与呼吸率两项指标。数据集包含10名受试者在多种场景下的采集数据，包括静息状态、心率升高的活动场景，同时覆盖哮喘、冥想等极端生理状态。每条记录均通过Polar H10传感器进行对照验证。本数据集的结构设计旨在助力非侵入式健康监测领域的研究，提供模数转换器（Analog-to-Digital Converter, ADC）采样数据、距离图谱以及胸部位移信号。注意：本数据集的详细使用指南可参阅"https://doi.org/10.48550/arXiv.2405.12659"，若使用该数据集，请引用此文章。

搜集汇总

背景与挑战

背景概述

该数据集是一个毫米波FMCW雷达生命体征监测数据集，专注于心率和呼吸率测量，覆盖10名参与者的多样生理场景，包括休息、活动及哮喘、冥想等极端条件，数据通过Polar H10传感器验证。数据集提供ADC样本、距离图和胸部位移信号等结构化数据，旨在支持非侵入式健康监测研究，适用于人工智能、生物医学工程等领域。