ReMFPCA (version 2.0.0)

motion_sense_data: 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.

Examples

if (FALSE) {
# Load the Motion Sense Dataset
data("motion_sense_data")
}