Abstract

Gait analysis using wearable sensors is an inexpensive, convenient, and efficient manner of providing useful information for multiple health-related applications. As a clinical tool applied in the rehabilitation and diagnosis of medical conditions and sport activities, gait analysis using wearable sensors shows great prospects. The current paper reviews available wearable sensors and ambulatory gait analysis methods based on the various wearable sensors. After an introduction of the gait phases, the principles and features of wearable sensors used in gait analysis are provided. The gait analysis methods based on wearable sensors is divided into gait kinematics, gait kinetics, and electromyography. Studies on the current methods are reviewed, and applications in sports, rehabilitation, and clinical diagnosis are summarized separately. With the development of sensor technology and the analysis method, gait analysis using wearable sensors is expected to play an increasingly important role in clinical applications.

Highlights

  • Gait analysis is the systematic study of human locomotion

  • Gait kinetics focuses on the study of forces and moments that result in the movement of human segments, in which the orientation of all the leg segments obtained from gait kinematics is often required

  • At present, commercialized wearable sensors have been adopted in various applications of gait analysis

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Summary

Introduction

Gait analysis is the systematic study of human locomotion. This type of analysis involves the measurement, description, and assessment of quantities that characterize human locomotion [1]. A standard gait analysis method based on the multi-camera motion capture system and force platform with the capability of measuring ground-reaction forces was successfully developed and applied in a number of gait laboratories [18,19]. Limitations in terms of the moving area and gait cycles for the observed subject/patient have been observed To mitigate these problems, an alternative gait analysis method based on wearable sensors, which are inexpensive and can be applied outside the laboratory environment, was studied and has shown great prospects in the recent two decades.

Introduction of the Gait Phases
Wearable Sensors for Gait Analysis
Flexible Goniometer
Sensing Fabric
Force Sensors
Commercialization of Wearable Sensors
Gait Analysis Methods Based on Wearable Sensors
Gait Kinematics
Gait Kinetics
EMG and Muscle Force
Application of Gait Analysis Using Wearable Sensors
Sports
Rehabilitation
Clinical Diagnosis and Healthcare Monitoring
Conclusions
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