Estimation of baseball bat trajectory during a practice swing using a Kalman filter for velocity compensation

(Schätzung der Flugbahn eines Baseballschlägers während eines Übungsschwungs unter Verwendung eines Kalman-Filters zum Geschwindigkeitsausgleich)

This study aimed to (a) develop an algorithm that could estimate a baseball bat trajectory from the beginning of the swing to the follow-through phase during a practice swing without a ball and (b) evaluate the accuracy of the proposed method using a three-dimensional motion capture system. The sensor fusion using the adaptive Kalman filter for compensating velocity decreased the error of acceleration integration during the follow-through phase. Further, the three-dimensional bat trajectory in a global coordinate was estimated by combining the sensor fusion and compensation by motion characteristics. The three-dimensional bat trajectory from the swing beginning to the follow-through phase estimated by the proposed method was compared with the three-dimensional bat trajectory obtained by the three-dimensional motion capture system. The proposed method achieved a root mean square of the error of 7.72 km/h for velocity, which was less than the root mean square of the error (8.91 km/h) obtained by simple time integration of forward direction. These results indicate that the error by acceleration integration during the follow-through phase is compensated. The proposed method is, thus, deemed effective and can be used to evaluate baseball swing, including the follow-through phase, with high accuracy.
© Copyright 2023 Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology. SAGE Publications. Alle Rechte vorbehalten.

Schlagworte: Baseball Technologie Geschwindigkeit Sportgerät Bewegung Datenerfassung Sensor Beschleunigung
Notationen: Spielsportarten Naturwissenschaften und Technik
Tagging: Flugbahn Schläger
DOI: 10.1177/1754337119871436
Veröffentlicht in: Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
Veröffentlicht: 2023
Jahrgang: 237
Heft: 2
Seiten: 96-101
Dokumentenarten: Artikel
Sprache: Englisch
Level: hoch