HARSense: Statistical Human Activity Recognition Dataset

Context

This dataset consists of subject wise daily living activity data, which is acquired from the inbuilt accelerometer and gyroscope sensors of the smartphones.

Content

The smartphone was mounted on the waist and front pockets of the users. All the different activities were performed in a laboratory except Running, which was performed on a Football Playground.

Smartphone used: Poco X2 and Samsung Galaxy A32s

Inbuild Sensors used: Accelerometer and Gyroscope

Ages: All subjects are Above 23 years

Weight: All subjects are above 50 kgs

No. of Subjects= 12

The list of different Activities (ADLs) are as follows-
Walking
Standing
Upstairs
Downstairs
Running
Sitting

Columns Descriptors

AG: Acceleration due to Gravity in x,y and z-axis.
Acc: Linear Acceleration in x,y and z-axis.
Gravity: Gravity in x,y and z-axis.
RR: Rotational rate in x,y and z-axis.
RV: Rotational Vector in x,y and z-axis.