Applications of MEMS Gyroscope for Human Gait Analysis

Hongyu Zhao, S. Qiu, Zhelong Wang, Ning Yang, Jie Li, Jianjun Wang
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引用次数: 2

Abstract

After decades of development, quantitative instruments for human gait analysis have become an important tool for revealing underlying pathologies manifested by gait abnormalities. However, the gold standard instruments (e.g., optical motion capture systems) are commonly expensive and complex while needing expert operation and maintenance and thereby be limited to a small number of specialized gait labora-tories. Therefore, in current clinical settings, gait analysis still mainly relies on visual observation and assessment. Due to recent developments in microelectromechanical systems (MEMS) technology, the cost and size of gyroscopes are decreasing, while the accuracy is being improved, which provides an effective way for qualifying gait fea-tures. This chapter aims to give a close examination of human gait patterns (normal and abnormal) using gyroscope-based wearable technology. Both healthy subjects and hemiparesis patients participated in the experiment, and experimental results show that foot-mounted gyroscopes could assess gait abnormalities in both temporal and spatial domains. Gait analysis systems constructed of wearable gyroscopes can be more easily used in both clinical and home environments than their gold standard counterparts, which have few requirements for operation, maintenance, and working environment, thereby suggesting a promising future for gait analysis.
MEMS陀螺仪在人体步态分析中的应用
经过几十年的发展,用于人体步态分析的定量仪器已经成为揭示步态异常所表现的潜在病理的重要工具。然而,金标准仪器(例如,光学运动捕捉系统)通常昂贵且复杂,需要专家操作和维护,因此仅限于少数专门的步态实验室。因此,在目前的临床环境中,步态分析仍然主要依靠视觉观察和评估。由于微机电系统(MEMS)技术的发展,陀螺仪的成本和尺寸不断降低,精度不断提高,这为步态特征的识别提供了有效途径。本章旨在使用基于陀螺仪的可穿戴技术对人类步态模式(正常和异常)进行仔细检查。实验结果表明,足部陀螺仪可以在时间和空间两个领域对步态异常进行评估。与金标准相比,可穿戴陀螺仪构建的步态分析系统更易于在临床和家庭环境中使用,对操作、维护和工作环境的要求较少,因此步态分析具有广阔的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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