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http://elartu.tntu.edu.ua/handle/lib/33074| Title: | The Method of Selection and Pre-processing of Electromyographic Signals for Bio-controlled Prosthetic of Hand |
| Authors: | Dozorskyi, Vasil Nykytyuk, Vyacheslav Dozorska, Oksana Dediv, Leonid Yavorska, Evhenia |
| Affiliation: | ТНТУ |
| Bibliographic description (Ukraine): | Oksana Dozorska, Evhenia Yavorska, Vasil Dozorskyi, Vyacheslav Nykytyuk, Leonid Dediv (2020). The Method of Selection and Pre-processing of Electromyographic Signals for Bio-controlled Prosthetic of Hand. Proc. of the 2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT), 23-26 September 2020, (pp.188–192). Lviv-Zbarazh, Ukraine |
| Conference/Event: | 2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT) |
| Issue Date: | 2020 |
| Submitted date: | 2020 |
| Date of entry: | 11-十二月-2020 |
| Publisher: | Lviv Polytechnic National University |
| Country (code): | UA |
| Keywords: | bio-controlled prosthesis electrode electromyographic signal prosthetic of hand data pre-processing |
| Page range: | 188-192 |
| Abstract: | The method of electromyographic signals selection and pre-processing for the problem of construction of high-functional bio-controlled prostheses of hand is proposed. For this purpose, the design of dry active electrodes with a non-uniform shape of the sensitive surface and the type of their placement on the surface of the forearm are proposed. Electromyographic signals were selected and pre-processed using the method of spectral subtraction. The possibility of identifying the movements of individual fingers by such signals was estimated. For this purpose the Fisher criterion was used. |
| URI: | http://elartu.tntu.edu.ua/handle/lib/33074 |
| ISBN: | 978-1-7281-7442-6 |
| Copyright owner: | Яворська Є.Б., 2020 Дозорська О.Ф., 2020 Дозорський В.Г., 2020 Никитюк В.В., 2020 Дедів Л.Є., 2020 |
| URL for reference material: | http://sci.ldubgd.edu.ua:8080/bitstream/123456789/7281/1/%D0%A1%D1%82%D0%B0%D1%82%D1%82%D1%8F%20CSIT%20IEEE.pdf |
| References (Ukraine): | A. Savchuk, A. Popov, “Metody ta zasoby intelektualʹnoho upravlinnya protezamy verkhnikh kintsivok” ElectronCommun, Biomedychni prylady ta systemy, pp. 33-42, 2017. (in Ukrainian) V. Francesco, Tenore and R. Jacob Vogelstein, “Revolutionizing prosthetics: devices for neural integration,” Johns Hopkins APL technical digest, Vol.30, pp. 230-239, 2011. D. Safin, I. Pil'shchikov, M. Urakseyev, R. Migranova, “Sovremennyye Sictemy upravleniya protezami. Konctruktsii elektrodov i usiliteley biosignalov,” Elektronika dlya meditsiny. Elektronika: nauka, tekhnologiya, biznes, 2009, pp. 60-68. (in Russian) D.R. Safin, I.S. Pil'shchikov, V.G. Gusev, M.A. Urakseyev, “Otsenka effektivnosti razlichnykh konstruktsiy elektrodov i usiliteley biosignalov v sistemakh upravleniya protezami,” Izvestiya vysshikh uchebnykh zavedeniy, Povolzhskiy region, Tekhnicheskiye nauki, 2009, pp. 88-101. (in Russian) M. Fifer, G. Hotson, B. Wester, D. McMullen, Y. Wang, M. S. Johannes, “Simultaneous neural control of simple reaching and grasping with the modular prosthetic limb using intracranial EEG”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22(3), 2014, pp. 695–705. B. Jarosiewicz, N.Y. Masse, D. Bacher, S.S. Cash, E. Eskandar, G. Friehs, J.P. Donoghue, and L.R. Hochberg, “Advantages of closedloop calibration in intracortical brain-computer interfaces for people with tetraplegia” J Neural Eng, 10(4), 2013. D.R. Safin, I.S. Pil'shchikov, M.A. Urakseyev, R.M. Migranova, “Primeneniye implantiruyemykh mikroelektrodov v sistemakh upravleniya protezami,” Vestnik UGATU, Ufa, 2010, Vol.14, pp. 104-109. Max Jair Ortiz-Catalan, “Towards natural control of artificial limbs,” Doctoral thesis, Chalmers University of Technology, 2014 A.A. Chernyshev, N.P. Mustetsov, “Algoritm upravleniya mnogofunktsional'nym protezom ruki,” Sistemi obrobki informatsii, 2014, Vol.6(122), pp. 167-172. (in Russian) Saeed V. Vaseghi, “Advanced digital signal processing and noise reduction,” John Wiley & Sons Ltd, Second Edition, 2000, 473 p. |
| Content type: | Conference Abstract |
| �蝷箔����: | Наукові публікації працівників кафедри біотехнічних систем |
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