Online Myoelectric Control of a Dexterous Hand Prosthesis by Transradial Amputees (original) (raw)

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation

Sergio Savino

Sensors, 2019

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An implementation of movement classification for prosthesis control using custom-made EMG system

Nikola Jorgovanovic

Serbian Journal of Electrical Engineering, 2017

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Using EMG for Real-time Prediction of Joint Angles to Control a Prosthetic Hand Equipped with a Sensory Feedback System

Birgitta Rosén

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Refined Myoelectric Control in Below-Elbow Amputees Using Artificial Neural Networks and a Data Glove

Birgitta Rosén

The Journal of Hand Surgery, 2005

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Hand gesture classification in transradial amputees using the myo armband classifier

cesare tiengo

2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018

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Evaluating EMG Feature and Classifier Selection for Application to Partial-Hand Prosthesis Control

Adenike Adewuyi

Frontiers in Neurorobotics, 2016

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Classification of hand movements in amputated subjects by sEMG and accelerometers

Barbara Caputo

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014

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Optimizing pattern recognition-based control for partial-hand prosthesis application

Adenike Adewuyi

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014

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Classification of EMG signals to control a prosthetic hand using time-frequesncy representations and Support Vector Machines

Juan Fontana

2010

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EMG Pattern Analysis and Classification for a Prosthetic Arm

YADAVENDRA Rajput

IEEE Transactions on Biomedical Engineering, 1982

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The effect of time on EMG classification of hand motions in able-bodied and transradial amputees

Imran Niazi

Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology, 2018

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EMG-Controlled Transradial Prostheses - An Investigation into Machine Learning Techniques

Ghulam Rasool

International Journal of Computer Applications

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Towards semg classification based on Bayesian and k-NN to control a prosthetic hand

Sridhar Arjunan, Anselmo Frizera, Dinesh Kant Kumar

2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC), 2013

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Identification of motion from multi-channel EMG signals for control of prosthetic hand

Geethanjali Purushothaman

Australasian physical & engineering sciences in medicine / supported by the Australasian College of Physical Scientists in Medicine and the Australasian Association of Physical Sciences in Medicine, 2011

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Resolving the effect of wrist position on myoelectric pattern recognition control

Adenike Adewuyi

Journal of NeuroEngineering and Rehabilitation, 2017

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Experiences in the creation of an electromyography database to help hand amputated persons

Simone Elsig

Studies in health technology and informatics, 2012

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Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal

Muhammad Asad Khan

Advances in Intelligent Systems and Computing, 2020

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Hierarchical strategy for sEMG classification of the hand/wrist gestures and forces of transradial amputees

Emanuele Gruppioni

Frontiers in Neurorobotics

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Improving the Robustness of Real-Time Myoelectric Pattern Recognition against Arm Position Changes in Transradial Amputees

Oluwarotimi Samuel

BioMed Research International

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Natural control capabilities of robotic hands by hand amputated subjects

Barbara Caputo

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014

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An Analysis of Intrinsic and Extrinsic Hand Muscle EMG for Improved Pattern Recognition Control

Adenike Adewuyi

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2016

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Phasor represented EMG feature extraction against varying contraction level of prosthetic control

Fatih Onay

Biomedical Signal Processing and Control, 2020

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Sequential recognition of EMG signals applied to the control of bioprosthetic hand: experimental comparative analysis of methods

Andrzej Wolczowski

2011

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Hand Prosthesis Control - Software Tool for EMG Signal Analysis

Andrzej Wolczowski

International Conference on Informatics in Control, Automation and Robotics, 2010

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Prosthetic Finger Movement Controller Based on EMG Signals using Statistical Feature and K-Nearest Neighbors

Achmad Rizal

2020

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Effect of arm position on the prediction of kinematics from EMG in amputees

Silvia Muceli

Medical & Biological Engineering & Computing, 2013

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Dimensionality analysis of forearm muscle activation for myoelectric control in transradial amputees

Qiushi Fu

PLOS ONE, 2020

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An Investigation of Electromyographic (Emg) Control of Dextrous Hand Prostheses for Transradial Amputees

Ali Ali

2013

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Dexterous hand gestures recognition based on low-density sEMG signals for upper-limb forearm amputees

John Jairo Villarejo Mayor

Research on Biomedical Engineering, 2017

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The Development of a Virtual Myoelectric Prosthesis Controlled by an EMG Pattern Recognition System Based on Neural Networks

Adriano de Oliveira Andrade, Alcimar B. Soares

Journal of Intelligent Information Systems, 2003

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