Imputed dataset with accelerometer, gyroscope and magnetometer data for activities with motion

This dataset presents the data related to the walking, running, standing, walking upstairs, and walking downstairs captured with accelerometer, gyroscope and magnetometer sensors available in off-the-shelf mobile devices. This data was processed with K-Nearest Neighbour (KNN) algorithm.

本数据集收录了依托商用现货移动设备内置的加速度计（accelerometer）、陀螺仪（gyroscope）与磁力计（magnetometer）采集的步行、跑步、站立、上楼以及下楼运动相关数据。该数据集已采用K近邻（K-Nearest Neighbour, KNN）算法进行处理。