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
AuthorsFernández-Valdés, Bruno, Jones, Ben, Hendricks, Sharief, Weaving, Dan, Ramirez-Lopez, Carlos, Whitehead, Sarah, Toro-Román, Víctor, Trabucchi, Michela and Moras, Gerard
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.

Keywordsfrequency; sport technology; rugby; tackle
Year2024
JournalSensors
Journal citation24 (24), p. Article 7910
PublisherMultidisciplinary Digital Publishing Institute (MDPI AG)
ISSN1424-8220
Digital Object Identifier (DOI)https://doi.org/10.3390/s24247910
PubMed ID39771647
Scopus EID2-s2.0-85213269052
PubMed Central IDPMC11679588
Open accessPublished as ‘gold’ (paid) open access
FunderEuropean Union
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online11 Dec 2024
Publication process dates
Accepted04 Dec 2024
Deposited10 Feb 2025
Additional information

© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article
distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).

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