Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured Environments.

Journal: Sensors (Basel, Switzerland)
PMID: 33477828

Abstract

GOAL: To develop and validate a field-based data collection and assessment method for human activity recognition in the mountains with variations in terrain and fatigue using a single accelerometer and a deep learning model.

Authors

  • Brian Russell
    Sports Performance Institute, Auckland University of Technology, Auckland 0632, New Zealand.
  • Andrew McDaid
    Department of Mechanical Engineering, The University of Auckland, Auckland, New Zealand.
  • William Toscano
    National Aeronautics and Space Administration, Ames Research Center, Moffett Field, CA 94043, USA.
  • Patria Hume
    Sports Performance Institute, Auckland University of Technology, Auckland 0632, New Zealand.

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