Development of a fatigue estimation model for physical rehabilitation exercises

Pinto Bernal, María José | 2021

The work presented in this document focuses on the development and preliminary validation of a fatigue identification model based on the individuals' exercise performance assessment. The main aim of the model is to classify four fatigue diagnosis stages (low, medium, high, and very high) for walking tasks, widely used in physical rehabilitation. Additionally, this thesis presents the framework for developing a fatigue identification classifier based on exercise performance and, a preliminary study aimed at validating the performance of the developed model in 25 healthy subjects.