Insole-based Real-time Gait Analysis: Feature Extraction and Classification

Arif Reza Anwary,Damla Arifoglu,Michael Jones,Michael Vassallo,Hamid Bouchachia

2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL)（2021）

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摘要

Gait assessment relies on clinical tools based on observation by trained staffs who give a subjective opinion. Objective gait analysis via motion capture systems (e.g. Qualisys) have limited availability as they are laboratory based and require complex equipment. A low-cost user-friendly Inertial Measurement Units (IMUs) embedded insole and an Android App based personalized gait analysis system is...

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关键词

Legged locomotion,Support vector machines,Measurement units,Inertial sensors,Manuals,Tools,Feature extraction

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