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正常行走过程中通过大腿固定单轴加速度测量法获得的信号分析与分解

Analysis and decomposition of signals obtained by thigh-fixed uni-axial accelerometry during normal walking.

作者信息

Bussmann J B, Damen L, Stam H J

机构信息

Department of Rehabilitation Medicine, Erasmus University, Rotterdam, The Netherlands.

出版信息

Med Biol Eng Comput. 2000 Nov;38(6):632-8. doi: 10.1007/BF02344868.

Abstract

The use of piezo-resistive uni-axial accelerometer signals in gait analysis is complicated by the fact that the measured signal is composed of different types of acceleration. The aim of the study is to obtain insight into the signal from a tangential accelerometer attached to the thigh during walking. Six subjects walk with three different speeds. Simultaneous measurements are performed with accelerometers, footswitches and an opto-electronic system. The components of the accelerometer signal are calculated from the opto-electronic system. A clear relationship is found between the measured and calculated accelerometer signals (range RMS: 0.76-3.69 m x s(-2), range rms: 0.22-0.61). The most pronounced feature is a high positive acceleration peak (> 10 m x s(-2)) at the end of the cycle. The gravitational acceleration during one cycle is characterised by a sinusoidal shape, whereas the inertial acceleration contains higher-frequency components (up to 20 Hz). During the major part of the gait cycle, the gravitational and inertial acceleration make opposing contributions to the signal As a result, the gravitational acceleration influences the amplitudes of the measured acceleration signal, the shape and peaks of which are mainly determined by the inertial acceleration. Because the gravitational and inertial accelerations differ in frequency components, the application for gait analysis remains feasible.

摘要

在步态分析中使用压阻式单轴加速度计信号会因测量信号由不同类型的加速度组成这一事实而变得复杂。本研究的目的是深入了解步行过程中附着在大腿上的切向加速度计的信号。六名受试者以三种不同速度行走。同时使用加速度计、脚踏开关和光电系统进行测量。加速度计信号的分量由光电系统计算得出。在测量的加速度计信号与计算得出的信号之间发现了明确的关系(均方根范围:0.76 - 3.69 m×s⁻²,均方根范围:0.22 - 0.61)。最显著的特征是在周期结束时出现一个高正加速度峰值(> 10 m×s⁻²)。一个周期内的重力加速度呈正弦形状,而惯性加速度包含更高频率的分量(高达20 Hz)。在步态周期的大部分时间里,重力加速度和惯性加速度对信号的贡献相反。因此,重力加速度会影响测量加速度信号的幅度,其形状和峰值主要由惯性加速度决定。由于重力加速度和惯性加速度在频率分量上有所不同,因此在步态分析中的应用仍然可行。

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