The application of inertial measurement units and functional principal component analysis to evaluate movement in the forward 3½ pike somersault springboard dive.
Biomechanics
acrobatics
expertise
functional principal component analysis
movement variability
skill acquisition
Journal
Sports biomechanics
ISSN: 1752-6116
Titre abrégé: Sports Biomech
Pays: England
ID NLM: 101151352
Informations de publication
Date de publication:
Apr 2019
Apr 2019
Historique:
entrez:
2
5
2019
pubmed:
2
5
2019
medline:
14
5
2019
Statut:
ppublish
Résumé
Based on technological and analytical advances, the capability to more accurately and finitely examine biomechanical and skill characteristics of movement has improved. The purpose of this study was to use Inertial Measurement Units (IMUs) and Functional Principal Components Analysis (fPCA) to examine the role of movement variability (assessed via angular velocity), on 2 divers (1 international level; 1 national) performing the forward 3½ pike somersault dive. Analysis of angular velocity curves during ive-flight identified 5 fPCs, accounting for 96.5% of movement variability. The national diver's scatter plots and standard deviation of fPC scores illustrated larger magnitudes of angular velocity variability across dive flight. For fPC1 and fPC3, magnitudes of SD variability were 282.6 and 201.5, respectively. The international diver illustrated more consistent angular velocity profiles, with clustering of fPCs scores (e.g., fPC1 & 3 = SD's of 75.2 & 68.0). To account for lower variability in the international diver, the ability to better coordinate movement sequences and functionally utilise feedback in response to initiation of the somersault position is highlighted. Overall, findings highlight how both IMUs and fPCA can more holistically and finitely examine the biomechanical and skill characteristics of movement sequences with the capability to inform athlete development.
Identifiants
pubmed: 31042139
doi: 10.1080/14763141.2019.1574887
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM