Accuracy of a basketball indoor tracking system based on standard bluetooth low energy channels (NBN23®)

(Genauigkeit eines Basketball-Indoor-Tracking-Systems basierend auf handelsüblichen Bluetooth-Niederenergiekanälen (NBN23®))

The present study aims to identify the accuracy of the NBN23® system, an indoor tracking system based on radio-frequency and standard Bluetooth Low Energy channels. Twelve capture tags were attached to a custom cart with fixed distances of 0.5, 1.0, 1.5, and 1.8 m. The cart was pushed along a predetermined course following the lines of a standard dimensions Basketball court. The course was performed at low speed (<10.0 km/h), medium speed (>10.0 km/h and <20.0 km/h) and high speed (>20.0 km/h). Root mean square error (RMSE) and percentage of variance accounted for (%VAF) were used as accuracy measures. The obtained data showed acceptable accuracy results for both RMSE and %VAF, despite the expected degree of error in position measurement at higher speeds. The RMSE for all the distances and velocities presented an average absolute error of 0.30 &plusmn; 0.13 cm with 90.61 &plusmn; 8.34 of %VAF, in line with most available systems, and considered acceptable for indoor sports. The processing of data with filter correction seemed to reduce the noise and promote a lower relative error, increasing the %VAF for each measured distance. Research using positional-derived variables in Basketball is still very scarce; thus, this independent test of the NBN23® tracking system provides accuracy details and opens up opportunities to develop new performance indicators that help to optimize training adaptations and performance.
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Bibliographische Detailangaben
Schlagworte:
Notationen:Naturwissenschaften und Technik Spielsportarten
Tagging:wireless
Veröffentlicht in:Sensors
Sprache:Englisch
Veröffentlicht: 2018
Online-Zugang:https://doi.org/10.3390/s18061940
Jahrgang:18
Heft:6
Seiten:1940
Dokumentenarten:Artikel
Level:hoch