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验证惯性测量单元在高尔夫挥杆旋转生物力学分析中的应用。

Validation of Inertial Measurement Units for Analyzing Golf Swing Rotational Biomechanics.

机构信息

Department of Orthopaedic Surgery, Stanford University, Stanford, CA 94305, USA.

Motion & Gait Analysis Lab, Lucile Packard Children's Hospital, Palo Alto, CA 94304, USA.

出版信息

Sensors (Basel). 2023 Oct 13;23(20):8433. doi: 10.3390/s23208433.

Abstract

Training devices to enhance golf swing technique are increasingly in demand. Golf swing biomechanics are typically assessed in a laboratory setting and not readily accessible. Inertial measurement units (IMUs) offer improved access as they are wearable, cost-effective, and user-friendly. This study investigates the accuracy of IMU-based golf swing kinematics of upper torso and pelvic rotation compared to lab-based 3D motion capture. Thirty-six male and female professional and amateur golfers participated in the study, nine in each sub-group. Golf swing rotational kinematics, including upper torso and pelvic rotation, pelvic rotational velocity, S-factor (shoulder obliquity), O-factor (pelvic obliquity), and X-factor were compared. Strong positive correlations between IMU and 3D motion capture were found for all parameters; Intraclass Correlations ranged from 0.91 (95% confidence interval [CI]: 0.89, 0.93) for O-factor to 1.00 (95% CI: 1.00, 1.00) for upper torso rotation; Pearson coefficients ranged from 0.92 (95% CI: 0.92, 0.93) for O-factor to 1.00 (95% CI: 1.00, 1.00) for upper torso rotation ( < 0.001 for all). Bland-Altman analysis demonstrated good agreement between the two methods; absolute mean differences ranged from 0.61 to 1.67 degrees. Results suggest that IMUs provide a practical and viable alternative for golf swing analysis, offering golfers accessible and wearable biomechanical feedback to enhance performance. Furthermore, integrating IMUs into golf coaching can advance swing analysis and personalized training protocols. In conclusion, IMUs show significant promise as cost-effective and practical devices for golf swing analysis, benefiting golfers across all skill levels and providing benchmarks for training.

摘要

越来越多的人需要训练设备来提高高尔夫挥杆技术。高尔夫挥杆生物力学通常在实验室环境中进行评估,不太容易获得。惯性测量单元(IMU)具有可穿戴性、成本效益和用户友好性等优势,提供了更好的访问途径。本研究调查了基于 IMU 的上躯干和骨盆旋转的高尔夫挥杆运动学与基于实验室的 3D 运动捕捉相比的准确性。36 名男性和女性职业和业余高尔夫球手参加了这项研究,每个子组有 9 人。比较了高尔夫挥杆旋转运动学,包括上躯干和骨盆旋转、骨盆旋转速度、S 因子(肩部倾斜度)、O 因子(骨盆倾斜度)和 X 因子。所有参数的 IMU 和 3D 运动捕捉之间都存在很强的正相关;内类相关系数范围从 O 因子的 0.91(95%置信区间[CI]:0.89,0.93)到上躯干旋转的 1.00(95%CI:1.00,1.00);皮尔逊系数范围从 O 因子的 0.92(95%CI:0.92,0.93)到上躯干旋转的 1.00(95%CI:1.00,1.00)(均<0.001)。Bland-Altman 分析表明两种方法之间具有良好的一致性;绝对平均差异范围为 0.61 至 1.67 度。结果表明,IMU 为高尔夫挥杆分析提供了一种实用且可行的替代方法,为高尔夫球手提供了可访问和可穿戴的生物力学反馈,以提高表现。此外,将 IMU 集成到高尔夫教练中可以推进挥杆分析和个性化训练方案。总之,IMU 作为一种具有成本效益和实用的高尔夫挥杆分析设备具有很大的应用前景,有益于所有技能水平的高尔夫球手,并为训练提供基准。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec6b/10611231/f0362ad955bf/sensors-23-08433-g001.jpg

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