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.

本数据集包含毫米波（mm-wave）调频连续波（Frequency-Modulated Continuous Wave, FMCW）雷达采集的生命体征测量数据，涵盖心率与呼吸频率两项指标。数据集收录了10名受试者在静息、提升心率的活动等多种场景下的数据，同时纳入哮喘、冥想等极端生理状态下的测量结果。每条数据均通过与Polar H10传感器的对照完成验证。本数据集的结构设计旨在推动无创健康监测领域的研究，同时提供模数转换器（ADC）采样数据、距离图谱与胸部位移信号。注意：本数据集的详细使用指南可通过链接"https://doi.org/10.48550/arXiv.2405.12659"获取。若使用本数据集，请引用该文献。

搜集汇总

背景与挑战

背景概述

该数据集是一个毫米波调频连续波雷达生命体征监测数据集，专注于心率和呼吸率的非侵入式测量。它包含十名参与者在多种生理场景下的数据，如休息、活动及哮喘和冥想等极端条件，并通过Polar H10传感器验证以确保准确性。数据集提供ADC样本、距离图和胸部位移信号，旨在支持健康监测研究，具有多样性和验证性特点。