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    仇森

    • 副教授     博士生导师   硕士生导师
    • 主要任职:控制科学与工程学院副院长
    • 其他任职:中国电子教育学会高等教育分会理事、辽宁省药学会专委会副主任委员
    • 性别:男
    • 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
    • 办公地点:海山楼 A11326
    • 联系方式:+86 壹355683491陆
    • 电子邮箱:qiu@dlut.edu.cn

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    Heterogeneous data fusion for three-dimensional gait analysis using wearable MARG sensors

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    论文类型:会议论文

    发表时间:2017-01-01

    卷号:14

    期号:3

    页面范围:222-233

    摘要:Gait analysis has become a research highlight. In this paper, we propose a computing method using wearable magnetic angular rate and gravity (MARG) sensor arrays with wireless network, which calculates absolute and relative orientation and position information of human foot motion during level walking and stair climbing process. Three-dimensional foot orientation and position were estimated by a Kalman-based sensor fusion algorithm and validated by ground truth provided by Vicon system. The repeatability of the alignment procedure and the measurement errors were evaluated on healthy subjects. Experimental results demonstrate that the proposed method has a good performance at both motion patterns. No significant drifts exist in the overall results presented in the paper. The measured and estimated information can be transmitted to remote server through internet. Moreover, this method could be applied to other cyclical activity monitoring. Copyright © 2017 Inderscience Enterprises Ltd.