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Related Experiment Video

Updated: Nov 26, 2025

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Identifying Fatigue Indicators Using Gait Variability Measures: A Longitudinal Study on Elderly Brisk Walking.

Guoxin Zhang1, Ivy Kwan-Kei Wong1, Tony Lin-Wei Chen1

  • 1Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China.

Sensors (Basel, Switzerland)
|December 10, 2020
PubMed
Summary

Detecting elderly fatigue during walking using inertial measurement units (IMU) can predict fall risks. A single heel-worn IMU effectively monitored gait variability changes, indicating fatigue and instability in older adults.

Keywords:
brisk walkingfatiguegaitinertial measurement unitkinematics

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Area of Science:

  • Biomechanics and Gerontology
  • Wearable Sensor Technology
  • Gait Analysis

Background:

  • Fatigue in the elderly increases fall risk, often assessed via kinematic parameters.
  • Real-time fatigue detection is crucial for identifying stability issues in older adults during physical activity.

Discussion:

  • This study investigated gait variability changes using inertial measurement units (IMU) during a 60-minute brisk walk in 18 elderly participants.
  • A single IMU placed on the heel measured heel motion in three anatomical axes.
  • Significant differences were observed in acceleration, angular velocity variability, and angle range, particularly in the medial-lateral direction.

Key Insights:

  • A single heel-mounted IMU can detect changes in kinematic parameters indicative of fatigue in the elderly during prolonged walking.
  • Significant variations in heel acceleration, angular velocity, and angle range were identified.
  • These kinematic changes correlate with reported fatigue and potential walking instability.

Outlook:

  • Findings support the development of fatigue-detecting wearable sensors for the elderly.
  • This technology can aid in fall prevention strategies by monitoring gait stability.
  • Further research could explore multi-sensor integration for enhanced fatigue assessment.