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一种用于捕捉头顶投掷中快速运动生物力学的宽范围、无线可穿戴惯性运动感测系统。

A Wide-Range, Wireless Wearable Inertial Motion Sensing System for Capturing Fast Athletic Biomechanics in Overhead Pitching.

机构信息

Responsive Environments Group, MIT Media Lab, Cambridge, MA 02139, USA.

Input Devices & Musical Interaction Lab, McGill University, Montreal, QC H3A 1E3, Canada.

出版信息

Sensors (Basel). 2019 Aug 21;19(17):3637. doi: 10.3390/s19173637.

Abstract

The standard technology used to capture motion for biomechanical analysis in sports has employed marker-based optical systems. While these systems are excellent at providing positional information, they suffer from a limited ability to accurately provide fundamental quantities such as velocity and acceleration (hence forces and torques) during high-speed motion typical of many sports. Conventional optical systems require considerable setup time, can exhibit sensitivity to extraneous light, and generally sample too slowly to accurately capture extreme bursts of athletic activity. In recent years, wireless wearable sensors have begun to penetrate devices used in sports performance assessment, offering potential solutions to these limitations. This article, after determining pressing problems in sports that such sensors could solve and surveying the state-of-the-art in wearable motion capture for sports, presents a wearable dual-range inertial and magnetic sensor platform that we developed to enable an end-to-end investigation of high-level, very wide dynamic-range biomechanical parameters. We tested our system on collegiate and elite baseball pitchers, and have derived and measured metrics to glean insight into performance-relevant motion. As this was, we believe, the first ultra-wide-range wireless multipoint and multimodal inertial and magnetic sensor array to be used on elite baseball pitchers, we trace its development, present some of our results, and discuss limitations in accuracy from factors such as soft-tissue artifacts encountered with extreme motion. In addition, we discuss new metric opportunities brought by our systems that may be relevant for the assessment of micro-trauma in baseball.

摘要

用于运动生物力学分析的运动捕捉的标准技术采用了基于标记的光学系统。虽然这些系统在提供位置信息方面非常出色,但它们在提供速度和加速度等基本量(因此是力和扭矩)方面的能力有限,而这些基本量在许多运动中都是高速运动所特有的。传统的光学系统需要相当长的设置时间,容易受到外部光线的影响,并且通常采样速度太慢,无法准确捕捉运动活动的极端爆发。近年来,无线可穿戴传感器开始渗透到运动表现评估中使用的设备中,为这些限制提供了潜在的解决方案。本文在确定了这些传感器可以解决的运动中的紧迫问题,并调查了运动可穿戴式运动捕捉的最新技术之后,提出了一种可穿戴式双量程惯性和磁传感器平台,我们开发该平台是为了能够对高级、非常宽动态范围的生物力学参数进行端到端研究。我们在大学生和精英棒球投手身上测试了我们的系统,并得出并测量了一些指标,以深入了解与性能相关的运动。由于这是第一个用于精英棒球投手的超宽范围无线多点和多模式惯性和磁传感器阵列,我们追溯了它的发展,展示了我们的一些结果,并讨论了由于遇到极端运动而产生的软组织伪影等因素导致的精度限制。此外,我们还讨论了我们的系统带来的新指标机会,这些机会可能与棒球中小创伤的评估有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5fd/6749199/61aa60be50d1/sensors-19-03637-g001.jpg

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