imu_to_check

A dataset for demonstrating checks that are applied to IMU data.

datasets

Facilitates development and application of two-regression
algorithms for research-grade wearable devices. It provides an easy
way for users to access previously-developed algorithms, and also to
develop their own. Initial motivation came from Hibbing PR, LaMunion SR,
Kaplan AS, & Crouter SE (2018) <doi:10.1249/MSS.0000000000001532>.
However, other algorithms are now supported. Please see the associated
references in the package documentation for full details of the algorithms
that are supported.

Paul Hibbins

TwoRegression

Develop and Apply Two-Regression Algorithms

imu_to_check function

A data frame with 300 rows and 8 variables:<dl>
 <dt>file_source_IMU</dt>
<dd>The filename of the IMU file</dd> <dt>date_processed_IMU</dt>
<dd>The date the IMU file was processed</dd> <dt>Timestamp</dt>
<dd>The corresponding time for each row of data</dd> <dt>Gyroscope_VM_DegPerS</dt>
<dd>Gyroscope vector magnitude, in degrees per
 second</dd> <dt>mean_abs_Gyroscope_x_DegPerS</dt>
<dd>Rotation in x axis, degrees per second</dd> <dt>mean_abs_Gyroscope_y_DegPerS</dt>
<dd>Rotation in y axis, degrees per second</dd> <dt>mean_abs_Gyroscope_z_DegPerS</dt>
<dd>Rotation in z axis, degrees per second</dd> <dt>mean_magnetometer_direction</dt>
<dd>Cardinal direction of magnetometer
 signal, averaged over one second</dd>
</dl>

Format

IMU data to check — imu_to_check

A data frame with 300 rows and 8 variables:<dl>
 <dt>file_source_IMU</dt>
<dd>The filename of the IMU file</dd>

 <dt>date_processed_IMU</dt>
<dd>The date the IMU file was processed</dd>

 <dt>Timestamp</dt>
<dd>The corresponding time for each row of data</dd>

 <dt>Gyroscope_VM_DegPerS</dt>
<dd>Gyroscope vector magnitude, in degrees per
 second</dd>

 <dt>mean_abs_Gyroscope_x_DegPerS</dt>
<dd>Rotation in x axis, degrees per second</dd>

 <dt>mean_abs_Gyroscope_y_DegPerS</dt>
<dd>Rotation in y axis, degrees per second</dd>

 <dt>mean_abs_Gyroscope_z_DegPerS</dt>
<dd>Rotation in z axis, degrees per second</dd>

 <dt>mean_magnetometer_direction</dt>
<dd>Cardinal direction of magnetometer
 signal, averaged over one second</dd>


</dl>

imu_to_check: IMU data to check

Description

Usage

Arguments

Format