Designing ergometer tests for the calibration of physiological endurance models
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Physiological endurance models are widely used to characterize the capabilities, limitations, and dynamics of human performance (Morton, 2006). The ircalibration is a classical curve fitting task, where the parameters are chosen to minimize the deviation of model estimations from measurements of performance indicators such as power, heart rate, oxygen consumption,and lactate level for a particular ergometer test. The design of an appropriate ergometer test setup is often based on heuristics and experience of sports scientists. However, the sensitivity of the model parameters with respect to variations of the measurements depends on that design. Here, we focus on the 3- parameter critical power model and present an alternative ergometer test setup, which improves the parameter calibration for the modeling of short intense workload and choose interval lengths to maximize the sensitivity of the parameters
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DAHMEN, Thorsten, 2012. Designing ergometer tests for the calibration of physiological endurance models. WCPAS IX. Worcester, U.K., 25. Juli 2012 - 28. Juli 2012. In: World Congress of Performance Analysis of Sport IX (WCPAS IX), 25th - 28th July 2012, Worcester, U.K.. 2012BibTex
@inproceedings{Dahmen2012Desig-26678, year={2012}, title={Designing ergometer tests for the calibration of physiological endurance models}, booktitle={World Congress of Performance Analysis of Sport IX (WCPAS IX), 25th - 28th July 2012, Worcester, U.K.}, author={Dahmen, Thorsten} }
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