Improved running gait parameter estimation from single foot-mounted IMU data based on refined event detection

This study validates an IMU framework improving running gait detection. Through sensor fusion, MFD-GED enables high-fidelity parameter estimation. While lab-validated for healthy young males, findings affirm its potential running for future gait monitoring tasks, aiming to offer a reliable tool for professionals in the field.

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Publication Details

Journal
Frontiers in Bioengineering and Biotechnology
Published
2026-01-13
DOI
https://doi.org/10.3389/fbioe.2025.1714473
Primary Topic
Gait Recognition and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Improved running gait parameter estimation from single foot-mounted IMU data based on refined event detection

Lixin Sun, Qingjun Xing, Yiwei Wu, Changda Lu et al.
Frontiers in Bioengineering and Biotechnology
Gait Recognition and Analysis
article

Improved running gait parameter estimation from single foot-mounted IMU data based on refined event detection

Lixin Sun, Qingjun Xing, Yiwei Wu, Changda Lu, Haoran Zhang, Shuhan Wang, Yanfei Shen
article en

Abstract

This study validates an IMU framework improving running gait detection. Through sensor fusion, MFD-GED enables high-fidelity parameter estimation. While lab-validated for healthy young males, findings affirm its potential running for future gait monitoring tasks, aiming to offer a reliable tool for professionals in the field.

Frontiers in Bioengineering and BiotechnologyVol. 13
General Administration of Sport of China (CN), Beijing Sport University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 90%
Gait Recognition and Analysis
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