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Including the Past: Performance Modeling Using a Preload Concept by Means of the Fitness-Fatigue Model

2019

Abstract In mathematical modeling by means of performance models, the Fitness-Fatigue Model (FF-Model) is a common approach in sport and exercise science to study the training performance relationship. The FF-Model uses an initial basic level of performance and two antagonistic terms (for fitness and fatigue). By model calibration, parameters are adapted to the subject’s individual physical response to training load. Although the simulation of the recorded training data in most cases shows useful results when the model is calibrated and all parameters are adjusted, this method has two major difficulties. First, a fitted value as basic performance will usually be too high. Second, without mo…

03 medical and health sciencesPreload0302 clinical medicineGeneral Computer ScienceComputer science05 social sciencesBiomedical Engineering050301 education030229 sport sciences0503 educationddc:006Simulation
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