Towards a Low-Cost Solution for Gait Analysis Using Millimeter Wave Sensor and Machine Learning

Towards a Low-Cost Solution for Gait Analysis Using Millimeter Wave Sensor and Machine Learning

Human Activity Recognition (HAR) that includes gait analysis may be useful for various rehabilitation and telemonitoring applications. Current gait analysis methods, such as wearables or cameras, have privacy and operational constraints, especially when used with older adults. Millimeter-Wave (MMW)...

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Bibliographic Details
Main Authors: Mubarak A. Alanazi, Abdullah K. Alhazmi, Osama Alsattam, Kara Gnau, Meghan Brown, Shannon Thiel, Kurt Jackson, Vamsy P. Chodavarapu
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
human gait recognition
gait analysis
mmWave radar
machine learning
3D point-cloud
IWR6843ISK-ODS
Online Access:https://www.mdpi.com/1424-8220/22/15/5470

Internet

https://www.mdpi.com/1424-8220/22/15/5470

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