KARATECH: A practice support system using an accelerometer to reduce the preliminary actions of karate

(KARATECH: Ein Übungsunterstützungssystem, das einen Beschleunigungsmesser verwendet, um die vorbereitenden Aktionen des Karate zu reduzieren)

Kumite is a karate sparring competition in which two players face off and perform offensive and defensive techniques. Depending on the players, there may be preliminary actions (hereinafter referred to as "pre-actions"), such as pulling the arms or legs, lowering the shoulders, etc., just before a technique is performed. Since the presence of a pre-action allows the opponent to know the timing of the technique, it is important to reduce pre-actions in order to improve the kumite. However, it is difficult for beginners and intermediate players to accurately identify their pre-actions and to improve them through practice. Therefore, this study aims to construct a practice support system that enables beginners and intermediate players to understand their pre-actions. In this paper, we focus on the forefist punch, one of kumite`s punching techniques. We propose a method to estimate the presence or absence of a pre-action based on the similarity between the acceleration data of an arbitrary forefist punch and a previously prepared dataset consisting of acceleration data of the forefist punch without a pre-action. We found that the proposed method can estimate the presence or absence of a pre-action in an arbitrary forefist punch with an accuracy of 86%. We also developed KARATECH as a system to support the practice of reducing pre-actions using the proposed method. KARATECH shows the presence or absence of pre-actions through videos and graphs. The evaluation results confirmed that the group using KARATECH had a lower pre-action rate.
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Bibliographische Detailangaben
Schlagworte:
Notationen:Naturwissenschaften und Technik Kampfsportarten
Veröffentlicht in:Sensors
Sprache:Englisch
Veröffentlicht: 2024
Online-Zugang:https://doi.org/10.3390/s24072306
Jahrgang:24
Heft:7
Seiten:2306
Dokumentenarten:Artikel
Level:hoch