Daily and Sports Activities

该数据集包含了来自八名受试者的数据，这些受试者进行了19项活动，包括日常活动和体育活动，他们身上佩戴了惯性测量单元，分布在不同五个身体部位。与OPPORTUNITY数据集相比，这些活动的多样性以及独特的运动模式，使得分类相对较少出现模糊性。该数据集的规模涵盖了八名受试者的数据，任务是对跨用户的人类活动进行识别。

This dataset contains data from eight subjects who performed 19 activities including daily living and sports activities. Inertial Measurement Units (IMUs) were worn on five distinct body parts. Compared with the OPPORTUNITY dataset, the diversity of these activities and their unique motion patterns lead to relatively less ambiguity in classification. The dataset covers data from eight subjects, and the task is cross-user human activity recognition.

搜集汇总

背景与挑战

背景概述

该数据集记录了19种日常和体育活动，由8名受试者以个性化方式执行，每次活动持续5分钟。数据通过五个Xsens MTx单元在躯干和四肢采集，适用于时间序列分析和活动识别任务。