An approach to modeling and evaluation methods of human locomotion using IMU sensors

Naohisa Kagami, T. Murakami
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引用次数: 3

Abstract

In an aging society, independent lives for elderly person is becoming more and more important. The ability of ADLs is a measurement of the functional status of a person, particularly in regard to people with disabilities and the elderly. This is important to keep their basic qualities of life and our society has to prolong the period performing ADLs. However a suitable evaluation method of daily motions has not been established yet. This research focuses on the human locomotion like walking and running. The objective of this research is to propose a quantitative evaluation method and a model of human locomotion and analyze these motions. IMU sensors which can measure triaxial (3-D) accelerations and triaxial angular velocities are used to measure the human motion. A simulation is conducted to confirm the validity of the human model. Finally, based on the mechanical energy consumption and the stability, human locomotion is analyzed.
基于IMU传感器的人体运动建模与评价方法研究
在老龄化社会中,老年人的独立生活变得越来越重要。生活自理能力是衡量一个人的功能状态,特别是对于残疾人和老年人。这对保持他们的基本生活质量很重要,我们的社会必须延长进行ADLs的时间。然而,目前还没有一种合适的日常运动评价方法。本研究的重点是人类的运动,如走路和跑步。本研究的目的是提出一种人体运动的定量评价方法和模型,并对这些运动进行分析。IMU传感器可以测量三轴加速度和三轴角速度,用于测量人体运动。通过仿真验证了人体模型的有效性。最后,基于机械能量消耗和稳定性对人体运动进行了分析。
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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