Smart bracelet activity dataset for Walking, Running, Stair Climbing, and Resting Activities

This dataset was collected from a smart bracelet worn by individuals performing various physical activities, including walking, running, climbing stairs, and resting. The dataset is intended for use in studies on activity recognition, physical health monitoring, and missing data imputation in wearable sensor data. Data is recorded from multiple sensors embedded in the bracelet, capturing accelerometer, gyroscope, orientation sensor, and heart rate measurements. It aims to support research on human activity classification and health monitoring in real-world scenarios.

本数据集采集自佩戴于进行各类身体活动的个体的智能手环，活动类型涵盖行走、跑步、爬楼梯与静息状态。本数据集旨在服务于可穿戴传感器数据领域的活动识别、身体健康监测以及缺失数据补全相关研究。数据由手环内置的多类传感器采集，可获取加速度计(accelerometer)、陀螺仪(gyroscope)、方向传感器(orientation sensor)以及心率(heart rate)的测量数据。该数据集旨在支撑真实场景下的人类活动分类与健康监测相关研究。