Related Experiment Video
Updated: May 1, 2026

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
Published on: December 11, 2015
Validation of steps countering recorded with a smartwatch.
David Cyrol1, Sven Bechtold1, Hendrik MATTHIEßEN1
1German Air Force Center of Aerospace Medicine, Cologne, Germany.
This study found that the Garmin Forerunner 245 Music watch accurately records step counts during treadmill running. However, it may overestimate steps on a step machine, indicating potential limitations for certain activities.
Area of Science:
- Biomechanics
- Wearable Technology
- Sports Science
Background:
- Activity trackers are increasingly prevalent in daily life, sports, and research.
- Accurate step counting is crucial for monitoring physical activity and promoting health.
- Modern sensor technology allows for unobtrusive, long-term wear of activity trackers.
Purpose of the Study:
- To evaluate the accuracy of a commercial wrist-worn pedometer (Garmin Forerunner 245 Music) in recording step counts.
- To compare the pedometer's step data against a camera-based system.
Main Methods:
- Twenty-one subjects participated in a laboratory-based comparative study.
- Subjects ran at various speeds wearing the Garmin Forerunner 245 Music watch on each wrist.
- Step counts from the watch were compared to those recorded by a camera system using Pearson correlation and Bland-Altman plots.
Main Results:
- High correlation was observed between the pedometer and camera system on treadmills.
- A low correlation and systematic overestimation of steps were noted on the step machine.
- Bland-Altman plots indicated results were within acceptable limits of agreement.
Conclusions:
- Commercially available pedometers, like the Garmin watch, offer convenience but have limitations.
- The Garmin Forerunner 245 Music watch demonstrates sufficient accuracy for treadmill running environments.
- Potential inaccuracies exist, particularly on non-treadmill exercise equipment.
More Related Videos
15:00Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
05:51Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
Related Concept Videos
Special considerations while measuring pulse
Errors occurring during blood pressure monitoring
Several factors...
Assessment of blood pressure in brachial artery(two-step method)