穿戴式科技與AI人工智慧應用於網球運動之探討

Discussion on the Application of Wearable Technology and AI in Tennis Technical Training

温延傑(Yen-Chieh Wen) ； 李伯倫(Po-Lun Lee) ； 許家得(Chia-Te Hsu)

《屏東大學體育》 7期 (2021/06) Pp. 85-95

摘要

本研究之目的為探討透過穿戴式科技和AI人工智慧在網球訓練之應用。教練於從網球訓練時，透過穿戴式感測器和高速攝影機蒐集大數據，藉由AI人工智慧進行分析，可監測運動員的身體活動量、訓練和比賽等，並提供回饋為球員建立個別化的訓練計劃。教練根據人工智慧預測和大數據分析球員在球場上的表現，監測運動員的體力消耗和耐力，讓球員在比賽時體能消耗之前，掌控球員的身體狀況，並且可以有效的預測防止任何運動傷害的發生。此外，透過AI人工智慧技術分析於網球運動賽事，該技術可用來識別球員的情緒、動作以及觀眾球迷的加油聲，可在最短的時間內，自動將精彩鏡頭剪輯完成並上傳影片，讓觀眾與球迷得到最新的比賽畫面來觀賞。最後，透過穿戴式科技與AI人工智慧於網球訓練之應用，可從運動員監測的反應，讓教練能夠快速決策和戰略規劃，進而優化運動員在球場上的技術能力與運動表現。因此，如何應用智慧科技與體育結合，幫助球員來提升運動技能的表現，教練有責任將最新的訓練方法傳授給球員。

關鍵字

穿戴式科技 ； 大數據 ； 人工智慧 ； 網球

並列摘要

The purpose of this research is to explore the application of wearable technology and AI (Artificial Intelligence) in tennis training. During tennis technical training, coaches collect big data and analyze AI through wearable sensors and high-speed cameras, which could monitor players' physical activity, technical training and competitions, etc., and provide feedback to establish individualized training plans for players. According to the prediction of AI and big data analysis of players' performance on the field, the coach could monitor the physical exertion and endurance of players, so that players could control their physical conditions before physical exertion during the competition, and could effectively predict and prevent the occurrence of any sports injuries. In addition, the analysis of AI technology could be used to identify the tennis players' emotions, movements and the cheering voices of spectators. It could automatically clip the wonderful shots and upload the film in the shortest time, so that the spectators get the latest game footage to watch. Finally, through the application of wearable technology and AI in tennis technical training, the responses monitored by players could allow coaches to make quick decisions and strategic planning, thereby improving the technical capabilities and sports performance of the players on the field. Therefore, it is the coach's responsibility to pass on the latest training methods to the players to help them improve their athletic performance by applying smart technology with sports.

並列關鍵字

wearable technology ； big data ； AI (Artificial Intelligence) ； tennis