Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured Environments.
Brian K RussellAndrew McDaidWilliam ToscanoPatria A HumePublished in: Sensors (Basel, Switzerland) (2021)
To the authors knowledge this study demonstrated the first successful human activity recognition (HAR) in a mountain environment. A robust and repeatable protocol was developed to generate a validated trail running dataset when there were no observers present and activity types changed on a voluntary basis across variations in terrain surface and both cognitive and physical fatigue levels.