Comparison of mean values and entropy in accelerometry time series from two microtechnology sensors recorded at 100 vs. 1000 Hz during cumulative tackles in young elite rugby league players
Journal article
Fernández-Valdés, Bruno, Jones, Ben, Hendricks, Sharief, Weaving, Dan, Ramirez-Lopez, Carlos, Whitehead, Sarah, Toro-Román, Víctor, Trabucchi, Michela and Moras, Gerard. (2024). Comparison of mean values and entropy in accelerometry time series from two microtechnology sensors recorded at 100 vs. 1000 Hz during cumulative tackles in young elite rugby league players. Sensors. 24(24), p. Article 7910. https://doi.org/10.3390/s24247910
Authors | Fernández-Valdés, Bruno, Jones, Ben, Hendricks, Sharief, Weaving, Dan, Ramirez-Lopez, Carlos, Whitehead, Sarah, Toro-Román, Víctor, Trabucchi, Michela and Moras, Gerard |
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Abstract | Several microtechnology devices quantify the external load of team sports using Global Positioning Systems sampling at 5, 10, or 15 Hz. However, for short, explosive actions, such as collisions, these sample rates may be limiting. It is known that very high-frequency sampling is capable of capturing changes in actions over a short period of time. Therefore, the aim of this study was to compare the mean acceleration and entropy values obtained from 100 Hz and 1000 Hz tri-axial accelerometers in tackling actions performed by rugby players. A total of 11 elite adolescent male rugby league players (mean ± SD; age: 18.5 ± 0.5 years; height: 179.5 ± 5.0 cm; body mass: 88.3 ± 13.0 kg) participate in this study. Participants performed tackles (n = 200), which were recorded using two triaxial accelerometers sampling at 100 Hz and 1000 Hz, respectively. The devices were placed together inside the Lycra vests on the players’ backs. The mean acceleration, sample entropy (SampEn), and approximate entropy (ApEn) were analyzed. In mean acceleration, the 1000 Hz accelerometer obtained greater values (p < 0.05). However, SampEn and ApEn were greater with the 100 Hz accelerometer (p < 0.05). A large relationship was observed between the two devices in all the parameters analyzed (R2 > 0.5; p < 0.0001). Sampling frequency can affect the quality of the data collected, and a higher sampling frequency potentially allows for the collection of more accurate motion data. A frequency of 1000 Hz may be suitable for recording short and explosive actions. |
Keywords | frequency; sport technology; rugby; tackle |
Year | 2024 |
Journal | Sensors |
Journal citation | 24 (24), p. Article 7910 |
Publisher | Multidisciplinary Digital Publishing Institute (MDPI AG) |
ISSN | 1424-8220 |
Digital Object Identifier (DOI) | https://doi.org/10.3390/s24247910 |
PubMed ID | 39771647 |
Scopus EID | 2-s2.0-85213269052 |
PubMed Central ID | PMC11679588 |
Open access | Published as ‘gold’ (paid) open access |
Funder | European Union |
Publisher's version | License File Access Level Open |
Output status | Published |
Publication dates | |
Online | 11 Dec 2024 |
Publication process dates | |
Accepted | 04 Dec 2024 |
Deposited | 10 Feb 2025 |
Additional information | © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article |
https://acuresearchbank.acu.edu.au/item/914y8/comparison-of-mean-values-and-entropy-in-accelerometry-time-series-from-two-microtechnology-sensors-recorded-at-100-vs-1000-hz-during-cumulative-tackles-in-young-elite-rugby-league-players
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Publisher's version
OA_Fernández-Valdés_2024_Comparison_of_mean_values_and_entropy.pdf | |
License: CC BY 4.0 | |
File access level: Open |
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