Table 5 Sensor-derived data – description of the data derived from sensors collected using the Everion wearable device

From: Modeling multiple sclerosis using mobile and wearable sensor data

Sensor

Data Type

Description

Unit

PPG

Heart Rate

Number of heartbeats per minute (bpm).

bpm

 

Blood Perfusion

Process of a body delivering blood to a capillary bed in its biological tissue.

 

Blood Pulse Wave

Indicator of shape and rhythmicity of the blood pulse wave.

 

Heart Rate Variability

Time between heartbeats.

ms

 

Respiration Rate

Number of breaths per minute (BPM).

BPM

ACC

Steps

Number of steps per day.

steps

 

Activity

The intensity of motion.

 

Energy Expenditure

Amount of energy a person uses to complete bodily functions, from moving, breathing, digestion, and respiration.

kCal

TEMP

Skin Temperature

Temperature measured on the surface of the skin.

Degrees Celcius

BAR

Barometric pressure

Altitude changes of the user while wearing the device.

Mbar

EDA

Electrodermal activity

Describes changes in electrical conductivity of the skin. It is a measure of physiological arousal of the sympathetic nervous system.

kOhm

  1. Activity refers to resting, biking, walking, running.