Tactical performance analysis in soccer by measuring inter-player coordination
We will describe how soccer players` dynamic positional match data can be used to assess tactical performance by measuring interplayer synchronization and coordination. The data will be used to calculate overall, sectorial and position-specific centroids and, afterwards, the players` and dyads distances, angles and coupling to these collective attractors will be presented in covariation with several situational variables. Data analysis will be processed with non-linear statistical procedures, such as approximate entropy, to identify the amount of randomness in each time series; and relative phase, to identify different modes of coordination (in-phase, anti-phase and transitions) during the matches dynamics`. The results will be complemented with visual analysis tools to improve the understanding of emergent self-organization behaviours and the dynamic functional constraints at the scale of the environment.
© Copyright 2014 19th Annual Congress of the European College of Sport Science (ECSS), Amsterdam, 2. - 5. July 2014. Published by VU University Amsterdam. All rights reserved.
| Subjects: | |
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| Notations: | sport games |
| Published in: | 19th Annual Congress of the European College of Sport Science (ECSS), Amsterdam, 2. - 5. July 2014 |
| Language: | English |
| Published: |
Amsterdam
VU University Amsterdam
2014
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| Online Access: | http://tamop-sport.ttk.pte.hu/files/eredmenyek/Book_of_Abstracts-ECSS_2014-Nemeth_Zsolt.pdf |
| Pages: | 169 |
| Document types: | congress proceedings |
| Level: | advanced |