Kinematics Analysis of Arms in Synchronized Canoeing With Wearable Inertial Measurement Unit

被引:5
|
作者
Liu, Long [1 ,2 ]
Liu, Jiayi [1 ]
Qiu, Sen [1 ]
Wang, Zhelong [1 ]
Zhao, Hongyu [1 ]
Habib, Masood [1 ,3 ]
Wang, Yongzhen [4 ]
机构
[1] Dalian Univ Technol, Sch Control Sci & Engn, Key Lab Intelligent Control & Optimizat Ind Equipm, Minist Educ, Dalian 116024, Peoples R China
[2] Dalian Neusoft Univ Informat, Dept Elect & Informat Engn, Dalian 116023, Peoples R China
[3] Natl Univ Comp & Emerging Sci, Dept Comp Sci, Chiniot Faisalabad Campus, Islamabad 35400, Pakistan
[4] Sci & Technol Innovat Ctr, Beijing 100021, Peoples R China
基金
中国国家自然科学基金;
关键词
Sensors; Synchronization; Magnetometers; Shoulder; Magnetic sensors; Sports; Motion capture; Canoeing; data fusion; inertial sensors; joint angle; synchronized; TIME;
D O I
10.1109/JSEN.2023.3234929
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Synchronized canoeing is a cyclically repetitive sport, and two canoeists need to work in concert with each other's power patterns and paddle movements to achieve great results. Most of the analyses of synchronized canoeing focus on the mechanics and work output of oars. This article proposes a motion-capture method based on inertial sensors. The extended Kalman filter method is used to fuse the sensor information and reconstruct human movements. Four sets of joint angular movement data of the shoulders and elbows of two canoeists are extracted, respectively, for kinematics analysis with correlation coefficient and dynamic time warping (DTW) method. The experimental results show that there is a significant correlation (r=0.9605) between the shoulder joint angles of the synchronized canoeists. The DTW method can also clearly analyze the posture coordination of two canoeists. According to the analysis results of upper limb kinematics, this research can evaluate the synchronization effect of synchronized canoeing from the perspective of kinematics, help canoeists improve their technical movements, and help coaches reasonably select athletes with matching skills and styles.
引用
收藏
页码:4983 / 4993
页数:11
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