Applications of functional data analysis in sport biomechanics
(Anwendungen der funktionalen Datenanalyse im Biomechanik des Sports)
This paper reconsiders the challenge of analysing coordination in human movement with particular emphasis on the application of Functional Data Analysis and Functional Principal Component Analysis. The process of Functional Data Analysis is outlined using examples from biomechanics of sports injuries and coordination in race-walking, jumping and running. The evolution of the spring mass model used to describe jumping and hopping behaviour is examined and it is proposed that this model represents a coordination structure in human movement which may be appropriately analysed using Functional Data Analysis methods.
© Copyright 2014 ISBS - Conference Proceedings Archive (Konstanz). Springer. Veröffentlicht von International Society of Biomechanics in Sports. Alle Rechte vorbehalten.
| Schlagworte: | |
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| Notationen: | Naturwissenschaften und Technik Trainingswissenschaft |
| Veröffentlicht in: | ISBS - Conference Proceedings Archive (Konstanz) |
| Sprache: | Englisch |
| Veröffentlicht: |
Johnson City, TN
International Society of Biomechanics in Sports
2014
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| Online-Zugang: | https://ojs.ub.uni-konstanz.de/cpa/article/view/5905 |
| Jahrgang: | 32 |
| Heft: | 1 |
| Seiten: | 1-9 |
| Dokumentenarten: | Kongressband, Tagungsbericht |
| Level: | hoch |