RESEARCH OF MEDIAN FILTERING OF ONE-DIMENSIONAL SIGNALS
Vydmysh Andriy – candidate of technical sciences (Ph.D in Engeneering), Associate Professor of the Department of Electric Power Engineering, Electrical Engineering and Electromechanics of Vinnitsa National Agrarian University (3 Soniachna St., Vinnitsa, 21008, Ukraine, email: email@example.com).
Voznyak Oleksandr – candidate of technical sciences (Ph.D in Engeneering), Associate Professor of the Department of Electric Power Engineering, Electrical Engineering and Electromechanics of Vinnitsa National Agrarian University (3 Soniachna St., Vinnitsa, 21008, Ukraine, email: firstname.lastname@example.org).
Kupchuk Igor – candidate of technical sciences (Ph.D in Engeneering), Senior Lecturer of the Department of General Technical Disciplines and Occupational Safety of Vinnitsa National Agrarian University (Sonyachna St., 3, Vinnitsa, Ukraine, 21008, e-mail: email@example.com).
Boyko Dmitry – bachelor student in specialty 141 «Electrical power engineering, electrical engineering and electromechanics» of Vinnytsia National Agrarian University (Sonyachna St., 3, Vinnitsa, Ukraine, 21008, e-mail: firstname.lastname@example.org).
This paper considers the principles of digital signal processing, the general provisions of digital filtering, existing methods of noise filtering in electrical signals, the median filters of one-dimensional signals are studied in detail.
To solve this problem, the classification of digital signal processing tools is presented. Since the most effective for filtering noise in electrical signals are digital filters, they are given the most attention. The main purpose of signal filtering is the need to extract the information contained in them. This information, which is usually present in the amplitude of the signal (absolute or relative), in frequency or spectral composition, in phase or in the relative time dependences of several signals. The classification of existing digital filters is carried out. For further development, a median filter was selected, which belongs to the class of heuristics and is one of the most effective in filtering signals from impulse noise and white noise. Highlighting the advantages and disadvantages, a review of existing software that implements the median filter. It is established that the urgent task is to increase the processing speed and reduce resource costs in the implementation of such filters, developed an algorithm for fast median filtering, conducted an experimental test of software-implemented median filters with different apertures at different levels of fluctuation noise. This program meets all the requirements of modern norms and standards, allows its practical use to solve real problems of signal processing.
In order to increase the speed of information processing, a median filtering algorithm based on difference matrices using the threshold saturation function has been developed. Developed software that implements the proposed algorithm. Schemes of the main program, reading of values of a signal from a file, filtering, sorting of data on amplitude, a choice of a window of elements, a choice of the registered values are presented. The conditions of data registration and ADC parameters to ensure efficient operation of filters are also defined
1. Goldenberg, L. M. (1985). Tsifrovaya obrabotka signalov: Spravochnik [Digital signal processing: Handbook]. M. : Radio and communication, 312 [In Russian].
2. Goldenberg, L. M. (1990). Tsifrovaya obrabotka signalov: Uchebnoe posobie dlya vuzov [Digital signal processing: Textbook for universities]. M. : Radio and communication, 256 [In Russian].
3. Klaerbout, D. F. (1981). Teoreticheskie osnovyi obrabotki geofizicheskoy informatsii s prilozheniem k razvedke nefti [Theoretical foundations of geophysical information processing with an application to oil exploration]. M. : Nedra, 304 [In Russian].
4. Kanasevich, E. R. (1985). Analiz vremennih posledovatelnostey v geofizike [Analysis of time sequences in geophysics]. M. : Nedra, 300 [In Russian].
5. Novikov, Yu. V. (2006). Vvedenie v tsifrovuyu shemotehniku [Introduction to digital circuitry]. M. : Mir, 512 [In Russian].
6. Ayficher, E. & Jervis, B. (2004). Tsifrovaya obrabotka signalov. Prakticheskiy pohod [Digital signal processing. Practical hike]. M. : Vilyams, 992 [In Russian].
7. Semyonov, I. V. (2006). Osobennosti ispolzovaniya mediannyih filtrov v sistemah upravleniya [Features of the use of median filters in control systems]. S.-Pb. : GNTs RF-TsNII “Elektropribor”, 77 [In Russian].
8. Yarovoy, N. I. (2006). Adaptivnaya mediannaya filtratsiya [Adaptive median filtration]. Ekaterinburg: ControlStyle, 38 [In Russian].
9. Vorobyov N. (1999). Odnomernyj czifrovoj mediannyj filtr s tryokhotschyotnym oknom [One-dimensional digital median filter with three-count window]. ChipNews. 8. 35. [In Russian].
10.Znak, V. I. (2003). Nekotorye voprosy obrabotki periodicheskikh signalov mediannymi filtrami [Some issues of processing periodic signals by median filters]. Trudy mezhdunar. konf. “Informaczionnye sistemy i tekhnologii (IST-2003)”. Novosibirsk: NGTU. [In Russian].
11.Radchenko, Yu. S. (2001). Effektivnost priyoma signalov na fone kombinirovannoj pomekhi s dopolnitel`noj obrabotkoj v mediannom filter [Signal reception efficiency against the background of combined interference with additional processing in the median filter]. Zhurnal radioelektroniki, 7. 45 [In Russian].
12.Bolshakov, I. A. Rakoshicz, V. S.. (1978). Prikladnaya teoriya sluchajnykh potokov [Applied theory of random flows]. M. : Sov. Radio. [In Ukrainian].
13.Chernenko, S. A., Mediannyj filtr [Median filter]. URL: http://www.logis-pro.kiev.ua/math_power_medianfilter_ru.html. [In Ukrainian].
14.Straustrup, B. (2006). Yazyk programmirovaniya C++ [C ++ programming language]. M. : Vilyams. [In Russian].
15.Kormen, T., Lejzerson, Ch., Rivest, R. (2002). Algoritmy postroenie i analiz [Algorithms construction and analysis]. M. : MCzNMO. [In Russian].
16.Vidmish, A. A., Voznyak, O. M. (2019). Optimizacziya kharakteristik peretvoryuvacha v galmivnikh perekhidnikh rezhimakh tyagovogo dviguna posti`jnogo strumu [Optimization of converter characteristics in brake transient modes of DC traction motor]. Tekhnika, energetika, transport APK. 4(107). 54-67. DOI: 10.37128/2520-6168-2019-4-8. [In Ukrainian].
17.Semenov, A. А., Baraban, S. V., Semenova, O. О., Voznyak, O. M., Vydmysh, A. A., Yaroshenko, L. V. (2019). Statistical Express Control of the Peak Values of the Differential-Thermal Analysis of Solid Materials. Solid State Phenomena, 291. 28–41. DOI: 10.4028/www.scientific.net/ ssp.291.28. [In English].
The journal "Vibrations in engineering and technology" presents materials on the following issues
• Theory of processes and machines
• Mechanical Engineering and materialprocessing
• Processing and food production
The certificateof massmediaState registration:kv no 16643-5115 from 30.04.2010 .
Founder of the journal: Vinnytsia National Agrarian University
Kaletnik Hryhorii Mykolaiovych
Ph.D., Prof., academician of NAAS, VNAU (Vinnytsia)
Chief Editor Deputy
DsCProf., NSC IMEG NAAS of Ukraine (Kyiv)
Ph.D., Assoc., VNAU (Vinnytsia)
Members of the editorial board
Bulgakov V.M.- Doctor of Technical Sciences, Professor, Acad.NAAS, National University of Life and Environmental Sciences of Ukraine
Veselovskaya N.R.- Doctor of Technical Sciences, Professor, Vinnytsia National Agrarian University
Derevenko A.I.- Ph.D., Associate Professor, Vinnytsia National Agrarian University
Zinkovsky A.P.- Doctor of Technical Sciences, Professor, the Institute of Strength Problems named after H.S.Pysarenko, NAS of Ukraine
Iskovych-Lototskyi R.D.- Doctor of Technical Sciences, Professor, Vinnytsia National Technical University
Kupchuk I.M.- Ph.D, Senior Lecturer, Vinnytsia National Agrarian University
Nadutyi V.P. - Doctor of Technical Sciences, Professor, Geotechnical Mechanics Institute named after PolyakovM.S. NAS of Ukraine
Matveyeyv V.V. - Ph.D., Professor, Academician of the National Academy of Sciences of Ukraine, the Institute of Strength Problems named after H.S.PysarenkoNAS of Ukraine
Olshanskyi V.P. - Ph.D, Professor, Kharkiv National Technical University of Agriculture named after Petro Vasylenko
PoleyvodaYu.A. - Ph.D., Associate Professor, Vinnytsia National Agrarian University
Spirin A.V.- Ph.D., Associate Professor, Vinnytsia National Agrarian University
Tverdohlib I.V. - Ph.D., Associate Professor, Vinnytsia National Agrarian University
Tokarchuk O.A.- Ph.D., Associate Professor, Vinnytsia National Agrarian University
Tsurkan O.V.- Ph.D. Associate Professor., Vinnytsia National Agrarian University
Jordan Todorov Maksimov - Doctor of Technical Sciences, Prof., Gabrovo Technical University (Bulgaria)
Kind of publication: journal
Type of publication : Scientific
Publication status: Domestic
Year of founding:
Periodicity: 4 times a year
Extent: 18.75 nominal printed pages
ISSN: 2306-8744 (printed version), (online)
Language of edition : (mixed languages) Ukrainian, Russian, English
The scope of the distribution and the category of readers: national, foreign, teaching staff, scientists, businessmen.
Periodical is included in the list of scientific professional editions of Ukraine approved by the Order of Ministry of Education and Sciences of Ukraine from 21.12.2015 No. 1328.
The journal "Vibrations in engineering and technology" is included in the "Catalogue of periodicals of Ukraine".
Journal subscription can be executed in each post office department.
Subscription Index is 99720.
Old version of site: http://vibrojournal.vsau.edu.ua/
In June 1994 the 2nd International Scientific and Technical Conference "Application of vibrations for technological purposes" was organized on the basis of Vinnytsia State Agricultural Institute. Leading experts in this field, noting the significant contribution to the school of Vibration Engineering under the leadership of P. S. Bernyk, proposed to create a professional all-Ukrainian scientific and technical journal "Vibration in engineering and technology..The journal was foundedat Vinnytsia State Agricultural Institute and P.S. Bernyk was elected to be the chief editor .
For all these years (since 1994) theJournal "vibration in engineering and technology" published 94 issues wherestudy of vibration effects, the creation of progressive energy saving technologies and equipment for their implementation were highlighted.
Currently Kaletnik H.M PhD , professor, academician NAAS is the chief editor of the "Vibrations in engineering and Technology"
The journal "Vibration in Engineering and technology", which has no analogues on the territory of Ukraine, is well known abroad.