Cargando…

The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports

Ultra-wide band (UWB) based local positioning systems (LPS) are based on devices and a portable antenna set. The optimal installation height of the antennae is crucial to ensure data accuracy. Collective variables are metrics that consider at least two pairs of coordinates, which may lead to lower p...

Descripción completa

Detalles Bibliográficos
Autores principales: Pino-Ortega, José, Los Arcos, Asier, Gantois, Petrus, Clemente, Filipe Manuel, Nakamura, Fabio Yuzo, Rico-González, Markel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036788/
https://www.ncbi.nlm.nih.gov/pubmed/33915959
http://dx.doi.org/10.3390/s21072424
_version_ 1783676992359497728
author Pino-Ortega, José
Los Arcos, Asier
Gantois, Petrus
Clemente, Filipe Manuel
Nakamura, Fabio Yuzo
Rico-González, Markel
author_facet Pino-Ortega, José
Los Arcos, Asier
Gantois, Petrus
Clemente, Filipe Manuel
Nakamura, Fabio Yuzo
Rico-González, Markel
author_sort Pino-Ortega, José
collection PubMed
description Ultra-wide band (UWB) based local positioning systems (LPS) are based on devices and a portable antenna set. The optimal installation height of the antennae is crucial to ensure data accuracy. Collective variables are metrics that consider at least two pairs of coordinates, which may lead to lower precision than an individual one. Therefore, the aim of this study was to compare the influence of antenna height with collective metrics using a UWB (i.e., IMU; WIMU PRO™, RealTrack Systems, Almeria, Spain) based LPS. Data acquisition was carried out in a basketball court measuring 28 × 15 m. Five devices were used; one of which was carried by a healthy and well-trained athlete (age: 38 years, mass: 76.34 kg, height 1.70 m), while each of the remaining four was positioned on a tripod in one of the four corners of the court. Four kinds of variables were extracted: (1) static distances, (2) dynamic distances, (3) static areas and (4) dynamic areas in all antenna installation modes of 0.15, 1.30 and 2.00 m. The results showed that the antenna of 1.30 m provided better accuracy for all measures (% difference range from −0.94 to 1.17%) followed by the antenna of 2.00 m (% difference range from −2.50 to 2.15%), with the antenna of 0.15 m providing the worst accuracy level (% difference range from −1.05 to 3.28%). Overall, the measurements of distance metrics showed greater accuracy than area metrics (distance % difference range from −0.85 to 2.81% and area % difference range from −2.50 to 3.28). In conclusion, the height of the antennae in basketball courts should be similar to the height at which the devices are attached to a player’s upper back. However, as the precision is sensitive to the magnitude of the measure, further studies should assess the effects of the relative height of antennae in team sports with greater playing spaces.
format Online
Article
Text
id pubmed-8036788
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80367882021-04-12 The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports Pino-Ortega, José Los Arcos, Asier Gantois, Petrus Clemente, Filipe Manuel Nakamura, Fabio Yuzo Rico-González, Markel Sensors (Basel) Article Ultra-wide band (UWB) based local positioning systems (LPS) are based on devices and a portable antenna set. The optimal installation height of the antennae is crucial to ensure data accuracy. Collective variables are metrics that consider at least two pairs of coordinates, which may lead to lower precision than an individual one. Therefore, the aim of this study was to compare the influence of antenna height with collective metrics using a UWB (i.e., IMU; WIMU PRO™, RealTrack Systems, Almeria, Spain) based LPS. Data acquisition was carried out in a basketball court measuring 28 × 15 m. Five devices were used; one of which was carried by a healthy and well-trained athlete (age: 38 years, mass: 76.34 kg, height 1.70 m), while each of the remaining four was positioned on a tripod in one of the four corners of the court. Four kinds of variables were extracted: (1) static distances, (2) dynamic distances, (3) static areas and (4) dynamic areas in all antenna installation modes of 0.15, 1.30 and 2.00 m. The results showed that the antenna of 1.30 m provided better accuracy for all measures (% difference range from −0.94 to 1.17%) followed by the antenna of 2.00 m (% difference range from −2.50 to 2.15%), with the antenna of 0.15 m providing the worst accuracy level (% difference range from −1.05 to 3.28%). Overall, the measurements of distance metrics showed greater accuracy than area metrics (distance % difference range from −0.85 to 2.81% and area % difference range from −2.50 to 3.28). In conclusion, the height of the antennae in basketball courts should be similar to the height at which the devices are attached to a player’s upper back. However, as the precision is sensitive to the magnitude of the measure, further studies should assess the effects of the relative height of antennae in team sports with greater playing spaces. MDPI 2021-04-01 /pmc/articles/PMC8036788/ /pubmed/33915959 http://dx.doi.org/10.3390/s21072424 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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/).
spellingShingle Article
Pino-Ortega, José
Los Arcos, Asier
Gantois, Petrus
Clemente, Filipe Manuel
Nakamura, Fabio Yuzo
Rico-González, Markel
The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title_full The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title_fullStr The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title_full_unstemmed The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title_short The Influence of Antenna Height on the Measurement of Collective Variables Using an Ultra-Wide Band Based Local Positioning System in Team Sports
title_sort influence of antenna height on the measurement of collective variables using an ultra-wide band based local positioning system in team sports
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036788/
https://www.ncbi.nlm.nih.gov/pubmed/33915959
http://dx.doi.org/10.3390/s21072424
work_keys_str_mv AT pinoortegajose theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT losarcosasier theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT gantoispetrus theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT clementefilipemanuel theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT nakamurafabioyuzo theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT ricogonzalezmarkel theinfluenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT pinoortegajose influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT losarcosasier influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT gantoispetrus influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT clementefilipemanuel influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT nakamurafabioyuzo influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports
AT ricogonzalezmarkel influenceofantennaheightonthemeasurementofcollectivevariablesusinganultrawidebandbasedlocalpositioningsysteminteamsports