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惯性运动传感器在静态、准静态和复杂动态运动中的准确性。

Accuracy of inertial motion sensors in static, quasistatic, and complex dynamic motion.

作者信息

Godwin Alison, Agnew Michael, Stevenson Joan

机构信息

Laurentian University, Sudbury, Canada.

出版信息

J Biomech Eng. 2009 Nov;131(11):114501. doi: 10.1115/1.4000109.

Abstract

Inertial motion sensors (IMSs) combine three sensors to produce a reportedly stable and accurate orientation estimate in three dimensions. Although accuracy has been reported within the range of 2 deg of error by manufacturers, the sensors are rarely tested in the challenging motion present in human motion. Their accuracy was tested in static, quasistatic, and dynamic situations against gold-standard Vicon camera data. It was found that static and quasistatic rms error was even less than manufacturers' technical specifications. Quasistatic rms error was minimal at 0.3 deg (+/-0.15 deg SD) on the roll axis, 0.29 deg (+/-0.20 deg SD) on the pitch axis, and 0.73 deg (+/-0.81 deg SD) on the yaw axis. The dynamic rms error was between 1.9 deg and 3.5 deg on the main axes of motion but it increased considerably on off-axis during planar pendulum motion. Complex arm motion in the forward reaching plane proved to be a greater challenge for the sensors to track but results are arguably better than previously reported studies considering the large range of motion used.

摘要

惯性运动传感器(IMS)结合了三种传感器,据报道可在三维空间中产生稳定且准确的方向估计。尽管制造商报告的误差范围在2度以内,但这些传感器很少在人体运动中存在的具有挑战性的运动中进行测试。针对金标准的Vicon相机数据,在静态、准静态和动态情况下对其准确性进行了测试。结果发现,静态和准静态均方根误差甚至低于制造商的技术规格。在滚动轴上,准静态均方根误差最小,为0.3度(±0.15度标准差);在俯仰轴上为0.29度(±0.20度标准差);在偏航轴上为0.73度(±0.81度标准差)。在运动的主轴上,动态均方根误差在1.9度至3.5度之间,但在平面摆运动期间,离轴误差会大幅增加。事实证明,在向前伸展平面内的复杂手臂运动对传感器跟踪来说是一个更大的挑战,但考虑到所使用的大范围运动,其结果可以说比之前报道的研究更好。

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