A ballistocardiogram dataset with reference sensor signals in long-term natural sleep environments

This study created a publicly accessible dataset, using piezoelectric film sensors to record BCG vital signs of 32 participants, while also measuring reference sensor signals such as heart rate and respiration as references for the heartbeat and respiratory components of the BCG signal. In contrast to previous work, the experiments in this study were carried out in daily life scenarios rather than laboratory environments, and the monitoring was conducted over an extended period.This dataset supports the following publication:Li, YX., Huang, JL., Yao, XY. <i>et al.</i> A ballistocardiogram dataset with reference sensor signals in long-term natural sleep environments. <i>Sci Data</i> <b>11</b>, 1091 (2024). https://doi.org/10.1038/s41597-024-03950-5

本研究构建了一套公开可获取的数据集，采用压电薄膜传感器记录32名受试者的心冲击图（ballistocardiogram, BCG）生命体征信号，同时同步采集心率、呼吸等参考传感器信号，以作为BCG信号中心脏搏动与呼吸分量的参照基准。与既往研究不同，本研究的实验在日常生活场景而非实验室环境中开展，且监测周期更长。本数据集支持以下发表论文：李YX、黄JL、姚XY 等。*长期自然睡眠环境下带参考传感器信号的心冲击图数据集*。*科学数据（Sci Data）*，**11**，1091（2024）。https://doi.org/10.1038/s41597-024-03950-5

搜集汇总

背景与挑战

背景概述

该数据集包含32名参与者在自然睡眠环境中的BCG生命体征数据，通过压电薄膜传感器记录，并包含心率和呼吸等参考信号。与以往研究不同，实验在日常生活场景中进行，监测时间较长，为睡眠生命体征监测研究提供了实用数据。