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用于计算高山滑雪中膝关节、髋关节和躯干三维关节角度的功能校准和捷联式关节漂移校正的验证

Validation of functional calibration and strap-down joint drift correction for computing 3D joint angles of knee, hip, and trunk in alpine skiing.

作者信息

Fasel Benedikt, Spörri Jörg, Schütz Pascal, Lorenzetti Silvio, Aminian Kamiar

机构信息

Laboratory of Movement Analysis and Measurement, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.

Department of Sport Science and Kinesiology, University of Salzburg, Hallein-Rif, Austria.

出版信息

PLoS One. 2017 Jul 26;12(7):e0181446. doi: 10.1371/journal.pone.0181446. eCollection 2017.

Abstract

To obtain valid 3D joint angles with inertial sensors careful sensor-to-segment calibration (i.e. functional or anatomical calibration) is required and measured angular velocity at each sensor needs to be integrated to obtain segment and joint orientation (i.e. joint angles). Existing functional and anatomical calibration procedures were optimized for gait analysis and calibration movements were impractical to perform in outdoor settings. Thus, the aims of this study were 1) to propose and validate a set of calibration movements that were optimized for alpine skiing and could be performed outdoors and 2) to validate the 3D joint angles of the knee, hip, and trunk during alpine skiing. The proposed functional calibration movements consisted of squats, trunk rotations, hip ad/abductions, and upright standing. The joint drift correction previously proposed for alpine ski racing was improved by adding a second step to reduce separately azimuth drift. The system was validated indoors on a skiing carpet at the maximum belt speed of 21 km/h and for measurement durations of 120 seconds. Calibration repeatability was on average <2.7° (i.e. 3D joint angles changed on average <2.7° for two repeated sets of calibration movements) and all movements could be executed wearing ski-boots. Joint angle precision was <4.9° for all angles and accuracy ranged from -10.7° to 4.2° where the presence of an athlete-specific bias was observed especially for the flexion angle. The improved joint drift correction reduced azimuth drift from over 25° to less than 5°. In conclusion, the system was valid for measuring 3D joint angles during alpine skiing and could be used outdoors. Errors were similar to the values reported in other studies for gait. The system may be well suited for within-athlete analysis but care should be taken for between-athlete analysis because of a possible athlete-specific joint angle bias.

摘要

为了利用惯性传感器获取有效的三维关节角度,需要进行仔细的传感器到节段校准(即功能校准或解剖校准),并且需要对每个传感器测量的角速度进行积分,以获得节段和关节的方向(即关节角度)。现有的功能校准和解剖校准程序是针对步态分析进行优化的,校准动作在户外环境中难以执行。因此,本研究的目的是:1)提出并验证一组针对高山滑雪进行优化且可在户外执行的校准动作;2)验证高山滑雪过程中膝关节、髋关节和躯干的三维关节角度。所提出的功能校准动作包括深蹲、躯干旋转、髋关节内收/外展以及直立站立。通过增加第二步来分别减少方位漂移,改进了先前为高山滑雪比赛提出的关节漂移校正方法。该系统在室内滑雪地毯上以最高21公里/小时的皮带速度和120秒的测量时长进行了验证。校准重复性平均<2.7°(即两组重复的校准动作中三维关节角度平均变化<2.7°),并且所有动作都可以穿着滑雪靴执行。所有角度的关节角度精度<4.9°,准确度范围为-10.7°至4.2°,其中观察到存在特定于运动员的偏差,尤其是在屈曲角度方面。改进后的关节漂移校正将方位漂移从超过25°减少到小于5°。总之,该系统对于测量高山滑雪过程中的三维关节角度是有效的,并且可以在户外使用。误差与其他步态研究报告的值相似。该系统可能非常适合运动员内部分析,但由于可能存在特定于运动员的关节角度偏差,在运动员之间的分析中应谨慎使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b607/5528837/0cf9c2ce77fa/pone.0181446.g001.jpg

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