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Predicting Performance from Outdoor Cycling Training with the Fitness-Fatigue Model

  • The Fitness-Fatigue model (Calvert et al. 1976) is widely used for performance analysis. This antagonistic model is based on a fitness-term, a fatigue-term, and an initial basic level of performance. Instead of generic parameter values, individualizing the model needs a fitting of parameters. With fitted parameters, the model adapts to account for individual responses to strain. Even though in most cases fitting of recorded training data shows useful results, without modification the model cannot be simply used for prediction.

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Document Type:Conference Object
Author:Melanie Ludwig, Alexander Asteroth
Parent Title (English):Workshop Modelling in Endurance Sports. University of Konstanz, Germany, 11.-13. September 2016
First Page:3
Last Page:6
Publisher:Universität Konstanz
Publication year:2016
Departments, institutes and facilities:Fachbereich Informatik
Institut für Technik, Ressourcenschonung und Energieeffizienz (TREE)
Dewey Decimal Classification (DDC):0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Entry in this database:2016/11/17