教師資料查詢 | 類別: 期刊論文 | 教師: 黃谷臣 Huang Ku-chen (瀏覽個人網頁)

標題:Using accelerometer for counting and identifying swimming strokes
學年105
學期1
出版(發表)日期2016/09/01
作品名稱Using accelerometer for counting and identifying swimming strokes
作品名稱(其他語言)
著者Pan, Meng-Shiuan; Huang, Ku-Chen; Lu, Tzu-Hsiu; Lin,Ze-Yan
單位
出版者
著錄名稱、卷期、頁數Pervasive and Mobile Computing 31, pp.37–49
摘要Stroke styles and stroke counts are the two important parameters for calculating swimming efficiency indices for swimmers. Assume that swimmers wear accelerometers when swimming. In this paper, we design a swimming analysis scheme, which can distinguish swimming styles and count strokes in realtime. The proposed scheme is composed by a data processing phase and a stroke analysis phase. First, the data processing phase gathers linear acceleration values, eliminates floating data, and finds feature points in the perceived sensory data. According to the data from the data processing phase, the stroke analysis phase identifies the stroke style that the swimmer is performing, and then adopts the concept of correlation coefficient to count strokes. We implement the proposed scheme on a water-proof Android platform. The experiment results indicate that the proposed scheme can identify swim styles and count strokes with high accuracy.
關鍵字Accelerometer;Stroke count;Stroke style;Swimming stroke analysis
語言英文
ISSN1574-1192
期刊性質國外
收錄於SCI;
產學合作
通訊作者Pan, Meng-Shiuan
審稿制度
國別荷蘭
公開徵稿
出版型式,紙本
相關連結
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