Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks

Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks

Hand gesture recognition systems (HGR) based on electromyography signals (EMGs) and inertial measurement unit signals (IMUs) have been studied for different applications in recent years. Most commonly, cutting-edge HGR methods are based on supervised machine learning methods. However, the potential...

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Bibliographic Details
Main Authors: Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
hand gesture recognition
electromyography
inertial measurement unit
reinforcement learning
deep Q-network
Online Access:https://www.mdpi.com/1424-8220/22/24/9613

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https://www.mdpi.com/1424-8220/22/24/9613

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