Myoelectric Control of an Upper Limb Prosthesis Applying Linear Discriminant Analysis

Lecture Notes in Electrical Engineering - Recent Advances in Electrical Engineering, Electronics and Energy ◽

10.1007/978-3-030-72208-1_4 ◽

2021 ◽

pp. 39-52

Author(s):

Etty Sierra Vanegas ◽

Roberto Castro Beltran ◽

Andrés Escobar Olier

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Myoelectric Control ◽

Linear Discriminant ◽

Upper Limb Prosthesis ◽

Limb Prosthesis

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Myoelectric control of upper limb prosthesis: current status, challenges and recent advances

Frontiers in Neuroengineering ◽

10.3389/conf.fneng.2014.11.00004 ◽

2014 ◽

Vol 7 ◽

Author(s):

JIANG NING ◽

Farina Dario

Keyword(s):

Myoelectric Control ◽

Current Status ◽

Upper Limb Prosthesis ◽

Recent Advances ◽

Limb Prosthesis

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A review on hybrid myoelectric control systems for upper limb prosthesis

2015 Moratuwa Engineering Research Conference (MERCon) ◽

10.1109/mercon.2015.7112334 ◽

2015 ◽

Author(s):

D. G. K. Madusanka ◽

L. N. S. Wijayasingha ◽

R. A. R. C. Gopura ◽

Y. W. R. Amarasinghe ◽

G. K. I. Mann

Keyword(s):

Control Systems ◽

Myoelectric Control ◽

Upper Limb Prosthesis ◽

Limb Prosthesis

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Evaluation of EMG pattern recognition for upper limb prosthesis control: a case study in comparison with direct myoelectric control

Journal of NeuroEngineering and Rehabilitation ◽

10.1186/s12984-018-0361-3 ◽

2018 ◽

Vol 15 (1) ◽

Author(s):

Linda Resnik ◽

He (Helen) Huang ◽

Anna Winslow ◽

Dustin L. Crouch ◽

Fan Zhang ◽

...

Keyword(s):

Pattern Recognition ◽

Myoelectric Control ◽

Upper Limb Prosthesis ◽

Emg Pattern Recognition ◽

Prosthesis Control ◽

Limb Prosthesis

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Myoelectric control of upper limb prostheses using linear discriminant analysis and multilayer perceptron neural network with back propagation algorithm

International Journal of Computational Systems Engineering ◽

10.1504/ijcsyse.2018.091392 ◽

2018 ◽

Vol 4 (2/3) ◽

pp. 120

Author(s):

Sachin Negi ◽

Yatindra Kumar ◽

V.M. Mishra

Keyword(s):

Neural Network ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Multilayer Perceptron ◽

Back Propagation ◽

Back Propagation Algorithm ◽

Linear Discriminant ◽

Propagation Algorithm ◽

Upper Limb Prostheses

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Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control

2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip45357.2019.8969237 ◽

2019 ◽

Author(s):

Evan Campbell ◽

Angkoon Phinyomark ◽

Erik Scheme

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Myoelectric Control ◽

Linear Discriminant ◽

Bayesian Risk ◽

Risk Parameters

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Hierarchical myoelectric control of a human upper limb prosthesis

19th International Workshop on Robotics in Alpe-Adria-Danube Region (RAAD 2010) ◽

10.1109/raad.2010.5524609 ◽

2010 ◽

Author(s):

S. Herle ◽

S. Man ◽

Gh. Lazea ◽

C. Marcu ◽

P. Raica ◽

...

Keyword(s):

Myoelectric Control ◽

Upper Limb Prosthesis ◽

Human Upper Limb ◽

Limb Prosthesis

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Myoelectric control of upper limb prostheses using linear discriminant analysis and multilayer perceptron neural network with back propagation algorithm

International Journal of Computational Systems Engineering ◽

10.1504/ijcsyse.2018.10012642 ◽

2018 ◽

Vol 4 (2/3) ◽

pp. 120

Author(s):

Sachin Negi ◽

V.M. Mishra ◽

Yatindra Kumar

Keyword(s):

Neural Network ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Multilayer Perceptron ◽

Back Propagation ◽

Back Propagation Algorithm ◽

Linear Discriminant ◽

Propagation Algorithm ◽

Upper Limb Prostheses

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Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2013.6610874 ◽

2013 ◽

Author(s):

Ali H. Al-Timemy ◽

Javier Escudero ◽

Guido Bugmann ◽

Nicholas Outram

Keyword(s):

Site Selection ◽

Myoelectric Control ◽

Upper Limb Prosthesis ◽

Movement Assessment ◽

Limb Prosthesis

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MLPNN and kNN Based Classification of sEMG Signal for Myoelectric Control of Upper Limb Prosthesis

Proceedings of the Second International Conference on Research in Intelligent and Computing in Engineering ◽

10.15439/2017r96 ◽

2017 ◽

Author(s):

Sachin Negi ◽

Yatindra Kumar ◽

V. M. Mishra

Keyword(s):

Myoelectric Control ◽

Semg Signal ◽

Upper Limb Prosthesis ◽

Limb Prosthesis

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ECG Signal Classification using Support Vector Machine and Linear Discriminant Analysis

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i5.17201725 ◽

2019 ◽

Vol 7 (5) ◽

pp. 1720-1725

Author(s):

S. Grover ◽

Shailja .

Keyword(s):

Support Vector Machine ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Signal Classification ◽

Support Vector ◽

Linear Discriminant

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