EMG-based simultaneous and proportional estimation of wrist/hand kinematics in uni-lateral trans-radial amputees

We propose a method for estimating wrist kinematics during dynamic wrist contractions from multi-channel surface electromyography (EMG). The algorithm extracts features from the surface EMG and uses dedicated multi-layer perceptron networks to estimate individual joint angles of the 3 degrees of fre...

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Veröffentlicht in:	Journal of neuroengineering and rehabilitation Jg. 9; H. 1; S. 42
Hauptverfasser:	Jiang, Ning, Vest-Nielsen, Johnny LG, Muceli, Silvia, Farina, Dario
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London BioMed Central 28.06.2012 BioMed Central Ltd Springer Nature B.V BMC
Schlagworte:	Accuracy Active control Adult Algorithms Amputation Amputation, Traumatic - physiopathology Amputees Arm Artificial Limbs Automatic Data Processing Biomechanical Phenomena Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Classification Control algorithms Electrodes Electromyography Estimating Female Functional Laterality - physiology Hand - physiology Humans Implants, Artificial Joints - anatomy & histology Kinematics Male Middle Aged Myoelectric control Neural networks Neural Networks (Computer) Neurology Neurosciences Prostheses Prosthesis Radius Rehabilitation Medicine Studies Surface chemistry Wrist Wrist - physiology Training Scenario Intact Side Myoelectric Control Joint Angle Control Group Group
ISSN:	1743-0003, 1743-0003
Online-Zugang:	Volltext
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