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Proceedings Papers

Neck Movement Classification Using Surface Electromyography: A Novel Linear Algorithm Based on Muscle Coordination

Yi Zhu, Arash Mahnan, Jϋrgen Konczak
Proc. ASME. DMD2021, 2021 Design of Medical Devices Conference, V001T14A002, April 12–15, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DMD2021-1042
https://doi.org/10.1115/DMD2021-1042
... directions and an average accuracy of 81.2% in classifying all ten directions. The algorithm's performance was validated by comparing its accuracy with two conventional classification methods: Linear Discriminant Analysis (LDA) and Artificial Neural Network (ANN). The algorithm has 40% higher accuracy...
View Paper titled, Neck Movement <span class="search-highlight">Classification</span> Using Surface Electromyography: A Novel Linear Algorithm Based on Muscle Coordination
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Topics: Algorithms, Electromyography, Muscle, Artificial neural networks, Electrodes, Electrophysiology, Engines, Kinematics, Motors, Prostheses