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In recent years, with the rapid development of sports, the number of people playing various sports is increasing day by day. Among them, badminton has become one of the most popular sports because of the advantages of fewer restrictions on the field and ease of learning. This paper develops a wearable sports activity classification system for accurately recognizing badminton actions. A single acceleration sensor fixed on the end of the badminton racket handle is used to collect the data of thedoi:10.1155/2021/7892902 pmid:34659693 pmcid:PMC8516566 fatcat:mgtt6n5isnar3b5yuvk2bmpyya