赵红宇

个人信息Personal Information

副教授

硕士生导师

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:控制科学与工程学院

学科:控制理论与控制工程. 模式识别与智能系统

电子邮箱:zhaohy@dlut.edu.cn

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A sensor-to-segment calibration method for motion capture system based on low cost MIMU

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论文类型:期刊论文

发表时间:2019-01-01

发表刊物:MEASUREMENT

收录刊物:SCIE、Scopus

卷号:131

页面范围:490-500

ISSN号:0263-2241

关键字:Sensor-to-segment; Calibration; MIMU; Motion capture

摘要:The calibration for aligning wearable sensors with human body segments plays an important role in the realization of MIMU-based motion capture systems. This paper presents a novel calibration method using MIMU's 3-axis accelerometer, 3-axis magnetometer, and smartphone's compass (or commercial compass), which allows non-experts to easily implement the calibration procedure, because the subjects only need to face north and stand still for a few seconds after correction of the MIMU's magnetometer. The positions of the correction of a magnetometer in both indoor and outdoor environments were determined through experiments. Furthermore, the accuracy of the proposed calibration method, and the influence of the sensor's mounting positions were validated by an optical measurement system (NDI Polaris Spectra System). Finally, the accuracy of this method was evaluated by the localization and posture capture for a pedestrian. Experimental results demonstrated that the proposed calibration method can be effectively applied to human motion capture system. (C) 2018 Published by Elsevier Ltd.