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Information × Registration Number 0221U101675, 0118U004714 , R & D reports Title Electro-myographic system for measuring and classifying biological signals of a bionic prosthesis of the fingers popup.stage_title Head Bezuhlyi Mykhailo O, Доктор технічних наук Registration Date 24-01-2021 Organization Public organization organization of veterans and graduates of the Institute of Energy Conservation and Energy Management of the National Technical University of Ukraine "Kyiv Polytechnic Institute named after Igor Sikorsky" popup.description2 The object of study - electromyographic system for bionic finger prosthesis. The purpose of research is to develop an electromyographic system for measuring and classifying biological signals of bionic fingers prosthesis based on the method of machine learning. Research method - theoretical and experimental research. The system of measurement and classification of electromyographic signals, separate principles of realization of its components, algorithm of researches and the software have been created. This allowed to visualize measured data and to interpret the registered electromyographic signals of muscular activity of a hand according to a certain set of movements. Experimental studies on measurement, analysis and classification of input signals for the created electromyographic system, depending on the positioning of measuring sensors on the patient's limb and different types of finger movements have been conducted. The method of recognizing categories of physiological movements of the human hand by analyzing biological signals by an artificial neural network has been improved. Further development of the method for coordination of bionic hand and fingers prosthesis movements by simultaneous registration and recognition of physiological (electromyographic) signals and signal of optical identification has been proposed. Product Description popup.authors Bezugla Natalia V Vonsevych Kostiantyn P popup.nrat_date 2021-01-23 Close