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A Preliminary Test of Measurement of Joint Angles and Stride Length with Wireless Inertial Sensors for Wearable Gait Evaluation System

机译:用于穿戴式步态评估系统的无线惯性传感器测量关节角度和步幅长度的初步测试

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摘要

The purpose of this study is to develop wearable sensor system for gait evaluation using gyroscopes and accelerometers for application to rehabilitation, healthcare and so on. In this paper, simultaneous measurement of joint angles of lower limbs and stride length was tested with a prototype of wearable sensor system. The system measured the joint angles using the Kalman filter. Signals from the sensor attached on the foot were used in the stride length estimation detecting foot movement automatically. Joint angles of the lower limbs were measured with stable and reasonable accuracy compared to those values measured with optical motion measurement system with healthy subjects. It was expected that the stride length measurement with the wearable sensor system would be practical by realizing more stable measurement accuracy. Sensor attachment position was suggested not to affect significantly measurement of slow and normal speed movements in a test with the rigid body model. Joint angle patterns measured in 10 m walking with a healthy subject were similar to common patterns. High correlation between joint angles at some characteristic points and stride velocity were also found adequately. These results suggested that the wireless wearable inertial sensor system could detect characteristics of gait.
机译:这项研究的目的是开发用于陀螺评估的可穿戴传感器系统,该陀螺仪和加速度计用于康复,医疗保健等领域。在本文中,同时使用可穿戴传感器系统的原型测试了下肢关节角度和步幅长度的同时测量。系统使用卡尔曼滤波器测量关节角度。步长估算中使用了安装在脚上的传感器的信号,自动检测脚的运动。与使用光学运动测量系统对健康受试者进行测量的值相比,以稳定且合理的精度测量了下肢的关节角度。可以预期,通过实现更稳定的测量精度,使用可穿戴传感器系统进行步幅长度测量将是切实可行的。建议在使用刚体模型的测试中,传感器的安装位置不会显着影响慢速和正常速度运动的测量。在健康受试者中行走10 µm所测得的关节角度模式与普通模式相似。在某些特征点的关节角度与步幅速度之间也具有高度相关性。这些结果表明,无线可穿戴惯性传感器系统可以检测步态特征。

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