Predicting Fatigue in Long Duration Mountain Events with a Single Sensor and Deep Learning Model.

Journal: Sensors (Basel, Switzerland)
Published Date: Aug 12, 2021

Abstract

AIM: To determine whether an AI model and single sensor measuring acceleration and ECG could model cognitive and physical fatigue for a self-paced trail run.

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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