motion_sense_data: Motion Sense Dataset: Measurements of user acceleration and...

In ReMFPCA: Regularized Multivariate Functional Principal Component Analysis

Motion Sense Dataset: Measurements of user acceleration and pitch attitude collected by smartphones from 24 individuals performing four distinct activities: jogging, walking, sitting, and standing.

Description

This dataset includes time-series data generated by accelerometer and gyroscope sensors. A total of 24 participants in a range of gender, age, weight, and height performed 4 activities in the same environment and conditions: downstairs, upstairs, walking, jogging, sitting, and standing.

Format

A bivariate functional data object of class 'mvmfd' with the following fields:

user_acceleration

Time-series data of user acceleration.

pitch_attitude

Time-series data of pitch attitude.

Source

The MotionSense dataset collected by https://github.com/mmalekzadeh.

Examples

## Not run: 
# Load the Motion Sense Dataset
data("motion_sense_data")

## End(Not run)

ReMFPCA documentation built on April 12, 2025, 9:11 a.m.