Sen Qiu
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Heterogeneous data fusion for three-dimensional gait analysis using wearable MARG sensors
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Indexed by:会议论文

Date of Publication:2017-01-01

Volume:14

Issue:3

Page Number:222-233

Abstract: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.

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Associate Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Main positions:控制科学与工程学院副院长

Other Post: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

Gender:Male

Alma Mater:大连理工大学

Degree:Doctoral Degree

School/Department:控制科学与工程学院

Discipline:Control Theory and Control Engineering

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