Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

Yu.G. Spazhakin - Dr.Sci. (Eng.), Professor, Vladimir State University. E-mail: ludm@vlsu.ru
L.T. Sushkova - Post-graduate Student, Vladimir State University. E-mail: nwp_@mail.ru

System of speech recognition for Russian language, using deep neural networks and finite state transducers

M.Yu. Zulkarneev - Ph.D. (Phys.-Math.), Senior Research Scientist, SRI «Spetsvuzavtomatyka». E-mail: zulkarneev@mail.ru
S.А. Penalov - Ph.D. (Phys.-Math.), SRI «Spetsvuzavtomatyka». E-mail: s.repalov@niisva.org
N.G. Shamraev - Research Scientist, SRI «Spetsvuzavtomatyka». E-mail: ncam1977@yahoo.ru

Automobile plate number items neural based recognition methodology

I.V. Vinokurov - Ph.D. (Eng.), Associate professor, Chair "Computer systems and networks", Kaluga branch of the Bauman MSTU

The technique of creation of drawings of mechanical parts with application of optical cad subsystem for object recognition

D.A. Roshchin - Post-Graduant Student, Moscow State University of Technology «STANKIN»

Architecture and performance characteristics of speech recognition systems

M. P. Farkhadov - Dr.Sc. (Eng.), Senior Research Scientist, Head of laboratory, Institute of Control Sciences of RAS. E-mail: mais@ipu.ru
N. V. Petukhova - Senior Research Scientist, Institute of Control Sciences of RAS. E-mail: nvpet@ipu.ru
S. V. Vas-kovsky - Ph.D. (Eng.), Senior Research Scientist, Institute of Control Sciences of RAS. E-mail: v63v@yandex.ru
V. A. Smirnov - general director, LLC«Drive Speech». E-mail: speechdrive@mail.ru

Classification and generation of images with a hierarchically connected neural network

Diane Sekou Abdel Kader - Post-graduate Student, Assistant, HVE Department of Control Engineering, Moscow State Institute of Radio Engineering, Electronics and Automation. E-mail: sekoudiane1990@gmail.com

Recognizing situations based on cognitive modeling in geographically distributed protection systems

А. В. Barsukov - Ph.D. (Eng.)
S. V. Gusev
D. F. Shukshin

Image processing algorithms in machine vision systems of robotized industrial lines

V. Ya. Kolyuchkin - Dr.Sc. (Eng.), Professor, Department of Laser and Optoelectronic Systems, Bauman Moscow State Technical University. E-mail: vkoluch@bmstu.ru
Nguyen Cong Minh - Post-graduate Student, Bauman Moscow State Technical University. E-mail: congminh@yandex.ru
Tran Tien Hai - Post-graduate Student, Bauman Moscow State Technical University. E-mail: tienhai131@gmail.com

Application of fuzzy Delaunay triangulation for the problem of recognition of human fingerprint

Pham Duy Thai - Post-graduate Student, Chair of SAITS, Moscow State Technical University of Radio Engineering, Electronics and Automation (MSTU MIREA). E-mail: meomirea212@gmail.com
V. M. Tkachenko - Dr.Sc. (Eng.), Professor, Chair of SAITS, Moscow State Technical University of Radio Engineering, Electronics and Automation (MSTU MIREA). E-mail: tkachenko@mirea.ru

Philosophy of artificial intelligence: neurocomputing realizers of cognitions

A. Yu. Alekseev - Ph.D. (Phyl.), Associate Professor, of Department of Informatization of Culture of the Moscow State University of Culture and Arts, coordinator of research programs of the Scientific council of RAS of the methodology of artificial intelligence (Moscow). E-mail: aa65@list.ru

Automatic class recognition of aerial objects in shipborne optical-electronic systems

V.V. Smirnov - Ph.D. (Eng.), Leading Programming Engineer, JSC "MSDB "Almaz-Antey?. E-mail: PCMNN@yandex.ru

Chair of a radiolocation and transceiver devises: short history, a condition and development tendencies

D. A. Sharov - Ph.D. (Eng.), Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus
G. A. Filippovich − Ph.D. (Eng.), Associate Professor, Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: gfilippovich@yandex.ru
N. M. Sljusar − Ph.D. (Eng.), Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus
S. J. Sedyshev − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: sedbox@mail.ru S. A. Gorshkov − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: sedbox@mail.ru
S. N. Jarmolik − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: yarmsergei@yandex.ru
A. S. Solonar − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus
V. A. Kondratyonok − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: vkondr@tut.by R. A. Gutsev − Ph.D. (Eng.), Associate Professor, Chair of Radiolocation and Transceiver Devises, Military Academy of Republic of Belarus. E-mail: romangucom@tut.by

The application of meeting participant registration method in intelligent room

Al. L. Ronzhin - Ph.D. (Eng.), Research Scientist, Laboratory of Speech and Multimodal Interfaces, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS). E-mail: ronzhinal@iias.spb.su

Efficiency of stochastic gradient object identification procedure for binary images

R.G. Magdeev - post-graduate student of Ulyanovsk State Technical University. E-mail: radiktkd2@yandex.ru
A.G. Tashlinskii - Dr. Sci. (Eng.), Professor, head of Radio engineering department, Ulyanovsk State Technical University. E-mail: tag@ulstu.ru

Increase of probability of signal recognition rate according to their cross-correlation portraits

V.R. Krasheninnikov - Dr.Sci. (Eng.), Professor, head of the chair «Applied mathematics and informatics», Ulyanovsk State Technical University. E-mail: kvr@ulstu.ru
N.A. Krasheninnikova - Ph.D. (Eng.), associate professor, Head of the Chair of the English Language for Professional Activity, Ulyanovsk State University. E-mail: kna.73@mail.ru
E.Yu. Galitskaya - Post-graduate student, Ulyanovsk State Technical University. E-mail: katrisa@yandex.ru

Development and analysis of face recognition algorithm based on local quantized patterns

A. Nikitin - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: anatolynikitinyar@gmail.com
V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: vhr@yandex.ru
A. Priorov - Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: andcat@yandex.ru
D. Matveevy - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: dcslab@uniyar.ac.ru

Neural networks as classifiers in speech recognition systems

N.I. Chervyakov - Dr.Sc. (Eng.), Professor, Head of the Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: k-fmf-primath@stavsu.ru
N.V. Ternovoy - Post-graduate Student, Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: n.ternovoi@infocom-s.ru
A.V. Gapochkin - Post-graduate Student, Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: warrior_555@rambler.ru

Semantic structuring of textual knowledge for the system of analytical monitoring the big data in social sphere

Yu. I. Morozova - Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: yulia-ipi@yandex.ru
E. B. Kozerenko - Ph. D. (Phil.), Head of Laboratory, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: kozerenko@mail.ru
V. I. Budzko - Dr.Sc. (Eng.), Deputy Director for Sciences, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: vbudzko@ipiran.ru
K. I. Kuznetsov - Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: k.smith@mail.ru
М. М. Charnine - Ph.D. (Eng.), Senior Research Scientist, Institute of Informatics Problems, Russian Academy of Sciences. E-mail: mc@keywen.com

Determination of probability of a discrete signal recognition in presence of additive noise for two information channels

I.I. Troickiy - Ph. D. (Eng.), Associate Professor, Department of Information Security, Bauman MSTU (Moscow). E-mail: iitroickiy@mail.ru
M.A. Basarab - Dr. Sc. (Phys.-Math.), Professor, Department of Information Security, Bauman MSTU (Moscow). E-mail: bmic@mail.ru
V.A. Matveev - Dr. Sc. (Eng.), Professor, Head of Department of Information Security, Bauman MSTU (Moscow)

Creating a mathematical model of pattern recognition in the сerebral сortex

M. P. Farkhadov - Dr. Sc. (Eng.), Head of Laboratory, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: mais@ipu.ru A. V. Mikhailov - Ph.D. (Eng.), Senior Research Scientist, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: alx_mikh@yahoo.com N. W. Petukhova - Senior Research Scientist, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: nvpet@ipu.ru A. N. Abramenkov - V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: aabramenkov@asmon.ru

Improving the reliability of identification with using smart cards for fingerprints in the Vietnamese Socialist Republic

Pham Duy Thai - Post-graduate Student, Chair of SAITS, Moscow State Technical University of Radio Engineering, Electronics and Automation (MSTU MIREA)
V.M. Tkachenko - Dr. Sc. (Eng.), Professor, Chair of SAITS, Moscow State Technical University of Radio Engineering, Electronics and Automation (MSTU MIREA)

Neural-network methods of piecewise-regular object recognition

А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); Doctoral-candidate, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: avsavchenko@hse.ru
V. R. Milov - Dr.Sc. (Eng.), Professor, Head of Department «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com

Hierarchical system of intellectual analysis and recognition of audio and video objects

А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); Doctoral-candidate, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: avsavchenko@hse.ru
V. R. Milov - Dr.Sc. (Eng.), Professor, Head of Department «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com

The algorithm of antijamming of guidance system of unmanned aircraft from jump noisy signal, based on probabilistic approximation with beta-distribution

V. A. Bukhalev - Dr.Sc. (Eng.), Professor, CJSC «Moscow Research Television Institute» (МНИТИ). E-mail: vadim.bukhalev@yandex.ru
N. N. Vilkova - Ph.D. (Eng.), CJSC «Moscow Research Television Institute» (МНИТИ). E-mail: mniti@mniti.ru
B. L. Shapiro - Research Scientist, CJSC «Moscow Research Television Institute» (МНИТИ). E-mail: mniti@mniti.ru
S. P. Pryadkin - Ph.D. (Eng.), Associate Professor, JSC «Radiotechnical Institute named after Academician A.L. Mintz» (Moscow). E-mail: pryadkin.serg@gmail.com
V. A. Boldinov - Ph.D. (Eng.), Associate Professor, Moscow Aviation Institute (National Research University). E-mail: viktorboldinov@mail.ru

Developing of an intellectual system of complex microstructures analysis and classification on thin metal sections

S. I. Sharybin - Post-graduate Student, Perm National Research Polytechnic University E-mail: sergey.vfx@gmail.com V. Yu. Stolbov - Dr.Sc. (Eng.), Dean of Department of Applied Mathematics and Mechanics, Perm National Research Polytechnic University E-mail: ck@pstu.ru М. B. Gitman - Dr.Sc. (Eng.), Professor, Department of Mathematical Modeling, Perm National Research Polytechnic University E-mail: mgitman@netzero.net М. P. Baryshnikov - Ph.D. (Eng.), Professor, Nosov Magnitogorsk State Technical University E-mail: arcosmag@mail.ru

Application of neural network based on cognitrons pattern recognition

P. V. Kozlov - Post-graduate Student, Perm National Research Polytechnic University E-mail: vfrey@mail.ru А. А. Yuzhakov - Dr.Sc. (Eng.), Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University E-mail: uz@at.pstu.ru

Calculation of the probability of requirements the accuracy of the coordinates and target recognition of equipment electronic support measure

S.A. Mochalov - Ph. D. (Eng.), Senior Research Scientist, NIC AT&V 4 CRI of MoD RF

The technique of rational justification options for the creation of technical means of protection

N.V. Onufriev - Ph. D. (Eng.), Associate Professor V.Yu. Rusakov

Use of a priori information about location of face objects to calculate biometrical face features by neural network

A.D. Varlamov - Ph.D. (Eng.), Vladimir State University named after Alexander and Nikolay Stoletovs. E-mail: varlamov_aleks@mail.r

Dynamical change of the perceiving properties of convolutional neural networks as training with noise and its impact on generalization

R.M. Nemkov - Post-graduate Student, Department of Information Systems and Technologies, North-Caucasus Fed-eral University (Stavropol). E-mail: nemkov.roman@yandex.ru O.S. Mezentseva - Ph.D. (Phys.-Math.), Associate Professor, Professor, Department of Information Systems and Technologies, North-Caucasus Federal University (Stavropol). E-mail: mos@ncstu.ru

Recognition of images with convolution and fuzzy neural networks

N.M. Novikova - Dr. Sc. (Eng.), Professor, Voronezh State University. E-mail: novnelly839@gmail.com V.M. Dudenkov - Post-graduate Student, Voronezh State University. E-mail: vldud@mail.ru

The system of automatic recognition of randomly located three dimensional objects

S.S. Sadykov - Dr. Sc. (Eng.), Professor, Vladimir State University named after A.&N. Stoletovs (Murom Branch). E-mail: sadykovss@yandex.ru A.V. Terekhin - Senior Lecturer, Department «Information Systems», Vladimir State University named after A.&N. Stoletovs (Murom Branch). E-mail: terehin_murom@mail.ru

Bayesian approach to the solution of a problem of search of location of mobile objects in buildings and constructions

А. G. Moiseev - Head of Department, JSC «SIE «Rubin» (Penza). Е-mail: mail@npp-rubin.ru

Recognition of pronunciation of decimal digits on the background of noise using autocorrelation portraits

A.I. Armer - Ph. D. (Eng.), Associate Professor, Department of Applied Mathematics and Informatics, Ulyanovsk State Technical University. E-mail: a.armer@mail.ru M.V. Batrakov - Student, Ulyanovsk State Technical University. E-mail: m_a_x_73@mail.ru V.R. Krasheninnikov - Dr. Sc. (Eng.), Professor, Head of Department of Applied Mathematics and Informatics, Ulyanovsk State Technical University. E-mail: kvrulstu@mail.ru N.A. Krasheninnikova - Ph. D. (Eng.), Associate Professor, Head of Department of English Language для профессиональной деятельности, Ulyanovsk State University. E-mail: kna.73@mail.ru

Construction of system features for speech recognition neural network based

A.M. Potapenko - Ph. D. (Eng.), Professor, Senior Researcher, Head of the Chair of the Pulpit Protection to Information and Communications Network, South-West State University (Kursk). E-mail: pam1952@mail.ru I.S. Nadeina - Student, Chair of the Pulpit Protection to Information and Communications Network, South-West State University (Kursk). E-mail: nadeina.irina2013@yandex.ru

Prospects of application of Wigner distribution for unknown radar signals recognition

M.V. Evsikov - Ph.D. (Eng.), Senior Research Scientist, JSC «Concern «VEGA». E-mail: mail@vega.su

Wigner distribution\'s cross-terms suppressing for radar signals processing

М.V. Evsikov - Ph.D. (Eng.), Senior Research Scientist, JSC «Concern «VEGA». E-mail: mail@vega.su

Methods of probabilistic analysis of the surveillance process in digital thermal imaging systems

A.L. Vorobiov - Ph.D. (Eng.), Director General, CJSC «Technology Park Cosmonautics» Linkos» (Moscow) Yu.P. Zhurik - Senior Engineer, CJSC «Technology Park Cosmonautics» Linkos» (Moscow) A.M. Krasnov - Dr. Sc. (Eng.), Professor, Honored Scientist of Russia, laureate of the Russian Government, First Deputy General Director, Chief Designer, CJSC «Technology Park Cosmonautics» Linkos» (Moscow) A.V. Kudimov - Software Engineer, CJSC «Technology Park Cosmonautics» Linkos» (Moscow)

A computational model of recognition: inclusive sensory characteristics conception

A.V. Sergin - Leading Engineer, Ltd. Laboratory of Kaspersky (Moscow). E-mail: post-box2000@mail.ru

Practical application of neural networks to protect information management systems critical facilities from DDOS-attacks

R.B. Rashevskiy - Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: roman@rashevskiy.com A.S. Shaburov - Ph.D. (Eng.), Associate Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: shans@ at.pstu.ru

The formation recognition features method of low bitrate voice coding protocols

V.A. Aladinskiy, S.V. Kuzminsky

Solving an emitting objects recognition task through identification of their directional diagrams

S.V. Kulikov, R.A. Gudaev, M.T. Baldytchev, Y.N. Gaichuk

Application of impedance spectroscopy in gas sensors

F.S. Fedorov - Ph.D. (Eng.), Research Scientist, Saratov branch of Kotelnikov IRE RAS. E-mail: fyodorchem@yandex.ru A.S. Varezhnikov - Post-graduate Student, Yuri Gagarin State Technical University of Saratov V.V. Kolesnichenko - Master Student, Yuri Gagarin State Technical University of Saratov I.N. Burmistrov - Ph.D. (Chem.), Senior Research Scientist, Yuri Gagarin State Technical University of Saratov A.V. Gorokhovsky - Dr.Sc. (Chem.), Professor, Yuri Gagarin State Technical University of Saratov V.V. Sysoev - Dr.Sc. (Phys.-Math.), Professor, Yuri Gagarin State Technical University of Saratov

Designing of system the unstructured speech information analysis

M.P. Farkhadov - Dr. Sc. (Eng.), Head of Laboratory. «Automated queuing systems and signal processing», V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow). E-mail: mais@ipu.ru S.V. Vaskovsky - Ph.D. (Eng.), Senior Research Scientist, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow). E-mail: v63v@yandex.ru V.A. Smirnov - Applicant, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow). E-mail: v63v@yandex.ru M.E. Farkhadova - Ph.D. (Philol.) Senior Lecturer, Russian People\'s Friendship University (Moscow). E-mail: muhabbat-2007@mail.ru

Analysis of changes in the concept of « knowledge» from the point of view of modern structural representations

G.B. Bronfeld - Ph.D. (Eng.), Associate Professor, Nizhny Novgorod State Technical University n.a. R.E. Alekseev. E-mail: stolem1985@gmail.com

Fuzzy decision tree and multilayer neural network for digital modulation recognition

Dam Van Nhich - Post-graduate Student, Department IIST FREC, Moscow Institute of Physics and Technology (State University). E-mail: damvan.nhich@gmail.com

Sequence-inference method of pathologies biomedical objects by x-ray imagery

A.P. Samoylenko Ph.D.(Eng.), Professor, Southern Federal University, the Institute of Radio Systems and Management (Taganrog) A.V. Pribylskiy Post-graduate Student, Southern Federal University, the Institute of Radio Systems and Control (Taganrog). E-mail: Pribylsku.al@mail.ru O.A. Usenko Ph.D. (Eng.), Associate Professor, Southern Federal University, the Institute of Radio Systems and Control (Ta-ganrog). E-mail: usenko_olga77@mail.ru

Application of fuzzy logic to object recognition of exploration and conditions of activity

S.V. Kruglikov - Dr.Sc. (Military), OJSC - AGAT - Control Systems - (Minsk, Republic of Belarus). E-mail: ankru-26@yandex.ru A.S. Hvisevich - Post-graduate Student, Military Academy of the Republic of Belarus (Minsk, Republic of Belarus)

Development of sensor-actuator elements for hybrid-integrated laboratories-on-a-chip for biomedical analysis (part 2)

Microtechnology and Diagnostics, St. Petersburg State Electrotechnical University «LETI» (St. Petersburg). E-mail: tmzimina@gmail.com A.V. Soloviev - Ph.D. (Phys.-Math.), Associate Professor, Senior Research Scientist, Department of MNE, Center of Microtechnology and Diagnostics, St. Petersburg State Electrotechnical University «LETI» (St. Petersburg). E-mail: alexei.v.soloviev@gmail.com Yu.A. Gvozdev -Engineer, Center of Microtechnology and Diagnostics, St. Petersburg State Electrotechnical Universi-ty «LETI» (St. Petersburg). E-mail: yurygvozdev@gmail.com N.O. Sitkov - Engineer, Center of Microtechnology and Diagnostics, St. Petersburg State Electrotechnical University «LETI» (St. Petersburg). E-mail: sitkov93@yandex.ru V.E. Lemozerskii - Post-graduate Student, Department of MNE, Center of Microtechnology and Diagnostics, St. Pe-tersburg State Electrotechnical University «LETI» (St. Petersburg). E-mail: lme812@gmail.com I.R. Ishberdin - Master in Science and Technology, Department of MNE, Center of Microtechnology and Diagnostics, St. Petersburg State Electrotechnical University «LETI» (St. Petersburg). E-mail: i.ishberdin@ya.ru N.N. Kovalev - Post-graduate Student, Department of MNE, Center of Microtechnology and Diagnostics, St. Peters-burg State Electrotechnical University «LETI» (St. Petersburg). E-mail: furiousya42010@yandex.ru K.A. Titenko - Post-graduate Student, Department of MNE, Center of Microtechnology and Diagnostics, St. Peters-burg State Electrotechnical University «LETI» (St. Petersburg). E-mail: KirillTitenko@yandex.ru L.A. Kraeva - Dr.Sc. (Med.), Head of Laboratory of bacterial Respiratory infections, St. Petersburg Pasteur Institute of Epidemiology and Microbiology . E-mail: lykraeva@yandex.ru G.N. Hamdulaeva - Research Officer, St. Petersburg Pasteur Institute of Epidemiology and Microbiology . E-mail: tsenevapasteur@yandex.ru N.I. Mukhurov - Dr. Sc. (Eng.), Head of Laboratory, B.I. Stepanov Institute of Physics, Belarus National Academy of Sciences (Minsk, Belarus). E-mail: n.mukhurov@ifanbel.bas-net.by

Solution task of classification symbols by use neural network

N.V. Andrievskaya - Ph. D. (Eng.), Associate Professor, Department of of Automation Means, Perm National Research Polytechnic University. E-mail: nataly-anv@mail.ru

Determination of probability of a discrete signal recognition in presence of additive noise for N information channels

I.I. Troitskiy - Ph.D. (Eng.), Associate Professor, Information Security Department, Bauman Moscow State Technical University. E-mail: iitroitskiy@mail.ru M.A. Basarab - Dr.Sc. (Phys.-Math.), Professor, Information Security Department, Bauman Moscow State Technical University. E-mail: bmic@mail.ru V.A. Matveev - Dr.Sc. (Eng.), Professor, Head of the Faculty of Informatics and Control Systems, Head of Information Security Department, Bauman Moscow State Technical University, Honored Scientist of Russian Federation, Laureate of the State Prizes of USSR and RF, Laureate of the Russian Government Prize in Science and Education

Algorithm of recognition of difficult objects to diverse signs with error check of their revealing

E.A. Kirsanov - Dr. Sc. (Eng.), Associate Professor, Head, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: ekir74@mail.ru S.A. Kolesnikov - Post-graduate Student, MESC «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: kolesnikov_2004@mail.ru A.A. Sirota - Dr. Sc. (Eng.), Professor, Head of Department `ТОиЗИ, Voronezh State University. E-mail: sir@cs.vsu.ru

Features of application of probing signals with linear frequency modulation in a non-linear radiolocation

N.A. Usov - Ph.D. (Eng.), Senior Lecturer, Air Force Military Educational Scientific Center «Air Force Academy named after Professor N.E. Zhukovsky and Yu.A. Gagarin» (Voronezh). E-mail: nauvrn@rambler.ru

Problem of recognition of images in development of GIS of a mobile robotic complex

D.S. Kurushin - Ph.D. (Eng.), Associate Professor, Department of Information Technology and Automated Systems, National Research Polytechnic University. E-mail: daniel.kurushin@gmail.com D.V. Nadymov - Undergraduate, National Research Polytechnic University A.V. Pushkin - Bachelor, National Research Polytechnic University

Using ontologies to generate a set of voice commands in the problem of speech recognition of voice commands with background noise

A.I. Armer - Ph. D. (Eng.), Associate Professor, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University E-mail: a.armer@mail.ru V.S. Moshkin - Post-graduate Student, Department «Information Systems», Ulyanovsk State Technical University E-mail: postforvadim@yandex.ru

Recognition of separate test and real flat objects on basis of dimensionless marks of contours of their bitmaps by method of the Fischer-s discriminant analysis

S.S. Sadykov - Dr. Sc. (Eng.), Professor, Murom branch of Vladimir State University named after A.&N. Stoletovs. E-mail: sadykovss@yandex.ru Ya.Yu. Kulkov - Senior Lecturer, Murom branch of Vladimir State University named after A.&N. Stoletovs. E-mail: y_mail@mail.ru

Face image quality metrics investigation for image recognition tasks

I.S. Nenakhov - Post-graduate Student, P.G. Demidov Yaroslavl State University E-mail: zergoodsound@gmail.com V.V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University E-mail: vhr@yandex.ru А.L. Priorov - Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University E-mail: andcat@yandex.ru А.А. Lebedev - Master Student, P.G. Demidov Yaroslavl State University E-mail: lebedevdes@gmail.com

Multiple discriminant analysis for recognition of electrocardiosignals in frequency domain

L.A. Manilo - Dr.Sc. (Eng.), Professor, Department of Biotechnical Systems, Saint Petersburg Electrotechnical University «LETI» E-mail: lmanilo@yandex.ru

Appraisal of capabilities of the camera as a means of measuring distances

K.Yu. Gavrilov - Dr.Sc. (Eng.), Director of Educational Research and Production Center (ERPC), Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: gvrk61@mail.ru Yu.V. Igonina - Design engineer, The branch of JSC Sukhoi Company «Sukhoi Design Bureau» (Moscow) E-mail: lorja@mail.ru O.N. Linnikov - Ph.D. (Eng.), Director of Research and Production Center «Designingradar systems», Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: olinmai@yandex.ru V.N. Trusov - Ph.D. (Eng.), Vice-Director of Research and Production Center «Designingradar systems», Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: tvn@radiytn.ru

Results of flight experimental studies on assessment of comprehensive air target recognition in centimeter band by airborne pulse doppler radar

A.V. Bogdanov - Dr.Sc. (Eng.), Professor, Head of Research Laboratory, Zhukov Air and Space Defense Academy (Tver) О.V. Vasiliev - Dr.Sc. (Eng.), Professor, Chief Designer, JSC «Onboard Aero Navigation Systems» (Moscow) M.I. Kanevskiy - Dr.Sc. (Eng.), Professor, Deputy General Director JSC «Onboard Aero Navigation Systems» (Moscow) S.S. Korotkov - Ph.D. (Eng.), General Director JSC «Russian Aircraft Corporation «MiG» (Moscow) S.Y. Mironovich - Ph.D. (Eng.), Senior Research Scientist, Zhukov Air and Space Defense Academy (Tver) A.A. Kuchin - Ph.D. (Eng.), Doctoral Candidate, Zhukov Air and Space Defense Academy (Tver) A.A. Antsiferov - Adjunct, Zhukov Air and Space Defense Academy (Tver) D.V. Zakomoldin - Adjunct, Zhukov Air and Space Defense Academy (Tver) E-mail: va_vko@mail.ru

The solution of a problem of recognition of the radiating objects on the basis of use of an algorithm of comparison of spectral portraits

S.V. Kulikov - Ph. D. (Eng.), Senior Lecturer, Mozhaysky Military Space Academy (Saint Petersburg) R.A. Gudaev - Post-graduate Student, Mozhaysky Military Space Academy (Saint Petersburg) E-mail: mrgudaev@mail.ru A.V. Zelenkov - Ph. D. (Eng.), Associate Professor, Zhukov Air and Space Defense Academy (Tver) M.T. Baldytchev - Cherepovets Higher Military Engineering School of Radio Electronics E-mail: chvviur2@mil.ru Yu.M. Vikulova - project manager, JSC «Radio Engineering Institute» (Moscow)

Analysis of information-measuring model wire-wave detection

N.V. Onufriev - Ph. D. (Eng.), Assistant Professor Yu.A. Kondratiev

Algorithms of recognition of the direction of movement of the object an automated inspection system, incorporating an opto-electronic detection means

S.A. Udot - Ph. D. (Eng.), Assistant Professor N.L. Astashev

Monte-Carlo methods in problems of development recognition subsystems

L.I. Dvoyris - Dr. Sc. (Eng.), Professor M.V. Kobzar K.D. Galev

Evaluation of algorithms for decision making in the means detection

N.V. Onufriev - Ph. D. (Eng.), Assistant Professor

Joint detection - recognition of signals with singular correlation matrix

Yu.S. Radchenko - Dr. Sc. (Phys.-Math.), Professor, Department of Radiophysics, Voronezh State University E-mail: ysradchenko@yandex.ru

Methods of recognition and classification of images of structures of multicomponent materials for electronic systems

B.M. Loginov - Dr. Sc. (Phys.-Math.), Professor, Kaluga branch of the Bauman MSTU E-mail: bmloginov@kaluga.ru A.P. Korzhavyi - Dr. Sc. (Eng.), Professor, Kaluga branch of the Bauman MSTU E-mail: fn2kf@list.ru Yu.S. Belov - Ph. D. (Phys.-Math.), Associate Professor, Kaluga branch of the Bauman MSTU E-mail: ybs82@mail.ru R.V. Liberov - Assistant, Kaluga branch of the Bauman MSTU E-mail: bmloginov@kaluga.ru

Weakly-sparse filters in image recognition

B.A. Knjazev - Research Engineer, Bauman Moscow State Technical University E-mail: bknyazev@bmstu.ru V.M. Chernenkiy - Dr.Sc. (Eng.), Head of Department of Information processing system and Management, Bauman Moscow State Technical University E-mail: chernen@bmstu.ru

Cascade classifiers application for solving character classification problem

E.A. Bobyleva - Post-graduate Student, «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: foxymoon@yandex.ru V.E. Drach - Ph. D. (Eng.), Associate Professor, Department «Design and manufacturing of electronic equipment», Kaluga branch of the Bauman MSTU E-mail: drach@bmstu-kaluga.ru A.V. Rodionov - Ph. D. (Eng.), Associate Professor, Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: andviro@gmail.com I.V. Chukhraev - Ph. D. (Eng.), Associate Professor, Head of Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: igor.chukhraev@mail.ru

Application of artificial neural networks in vehicle systems, special robotic systems

D.S. Chirov - Dr.Sc. (Eng.), Associate Professor, Deputy Chief of the General Research and Testing Center of Robotics of the Ministry of Defense (Moscow) E-mail: den-chirov@yandex.ru A.N. Stetsuk - Chief of Research Department, General Research and Testing Center of Robotics of the Ministry of Defense (Moscow) E-mail: gniizrt@mail.ru

Methodology for estimating the efficiency of optical-electronic systems using an analytical model. Functions of threshold contrast and modulation transfer

A.M. Krasnov¹, S.Yu. Tregubenkov², A.V. Rumyantsev³, R.F. Khismatov4, S.N. Shashkov5

1 CJSC Process Cosmonautics Park LINKOS (Moscow, Russia)

2,3 308 Military Representative Office of the Ministry of Defense of the Russian Federation(Moscow, Russia)

4,5 Special Design Bureau of JSC "Ramensky Instrument-Making Plant"(Ramenskoe, Russia)

Substantiation of selection and dimension reduction of non-centered informative features of signals in information systems of short-range location

V.K. Khokhlov¹, V.V. Glazkov², A.K. Likhoedenko³

1−3 Bauman Moscow State Technical University (Moscow, Russia)

Graphics Accelerators as a training tool for neural networks signal synthesis of various physical principles of action

V.А. Ivanov, V.V. Maksimov, K.D. Galev

Huang-Hilbert transform and application in signal processing of seismic detection tools

L.I. Dvoiris, V.А. Ivanov, K.D. Galev

Implementation of criteria for detecting and distinguishing signals in the MathCAD environment

L.I. Dvoiris, V.A. Ivanov, I.N. Kryukov

Methods for automatic assessment of the psychophysiological state of a person according to the parameters of electroencephalograms (review)

A.A. Nigrei – Post-graduate Student, Omsk State Transport University

E-mail: aa.nig@yandex.ru

S.S. Zhumazhanova – Post-graduate Student, Radio Engineering Faculty, Omsk State Technical University

E-mail: samal_shumashanova@mail.ru

A.E. Sulavko – Ph.D. (Eng.), Associate Professor, Department of Integrated Information Security; Senior Research Scientist, Omsk State Technical University E-mail: sulavich@mail.ru

Detection of anthropometric face points based on deep learning methods to recognize emotions

O.V. Melnik – Dr. Sc. (Eng.), Professor, Department “Information-Measuring and Biomedical Engineering”, Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: omela111@yandex.ru

V.A. Sablina – Ph.D. (Eng.), Associate Professor, Department “Electronic Computing Machines”, Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: flyingvictory@mail.ru

A.V. Savin – Post-graduate Student, Department “Electronic Computing Machines”,

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: savin.alex@mail.ru

A.B. Borschev – Undergraduate, Department “Electronic Computing Machines”,

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

Evaluation of dynamic systems using modal-linguistic analysis of multidimensional time series

D.M. Zhuk – Associate Professor,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: zhuk@bmstu.ru

T.M. Volosatova – Associate Professor,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: tamaravol@gmail.com

А.Yu. Spasenov – Assistant,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: a.spasenov@bmstu.ru

K.V. Kucherov – Assistant,

Department «Computer systems and networks», Bauman Moscow State Technical University

Email: cvkucherov@yandex.ru

Development of a method for evaluating the accuracy of audio signal recognition using a neural network for large amounts of data

B.S. Goryachkin − Ph.D. (Eng.), Associate Professor,

Department of Information Processing and Management Systems, Bauman Moscow State Technical University

E-mail: bsgor@mail.ru

B.I. Bagaviev − Under-graduate Student,

Department of Information Processing and Management Systems, Bauman Moscow State Technical University E-mail: buba1219@yandex.ru

A hybrid intelligent information system for physical exercise motion recognition

Vladislav I. Yankovskiy − Master-student,

Computer Science and Control Systems Department,

Bauman Moscow State Technical University (Moscow, Russia)

E-mail: vlyankov@mail.ru

Nikita D. Todosiev − Master-student,

Computer Science and Control Systems Department,

Bauman Moscow State Technical University (Moscow, Russia)

E-mail: todosievnik@gmail.com

Alexander S. Shchukin − Master-student,

Computer Science and Control Systems Department,

Bauman Moscow State Technical University (Moscow, Russia)

E-mail: a.shch.2@yandex.com

Yuriy E. Gapanyuk - Ph.D. (Computer Sciences), Associate Professor,

Computer Science and Control Systems Department,

Bauman Moscow State Technical University (Moscow, Russia)

E-mail: gapyu@bmstu.ru

Development of voice assistant in electronic library system for visually impaired

N.A. Borsuk − Ph.D. (Eng.), Associate Professor,

«Information Systems and Networks» Department, Kaluga Branch of Bauman MSTU

E-mail: borsuk.65@yandex.ru

E.O. Deryugina − Ph.D. (Eng.), Associate Professor,

«Information Systems and Networks» Department, Kaluga Branch of Bauman MSTU

E-mail: syvorova_eo@mail.ru

V.A. Gartman − Graduate Student,

«Information Systems and Networks» Department, Kaluga Branch of Bauman MSTU

E-mail: vadim.gartman@yandex.ru

Modified projection multigrid method using for inverse problem solving in a radar channel with scattering in the interest of lumped objects recognition by their extension

D.V. Panov – Ph.D.(Eng.), Associate Professor, Professor of Department, pdvlist@list.ru
A.V. Ashikhmin – Post-graduate Student, ashi_hmin@mail.ru
R.A. Yuldazbaev – Post-graduate Student, yuldazbaev@mail.ru

Investigation of the influence of the external characteristics of a brand on the correctness of recognition of its center by a ground laser scanner

Dmitriy A. Gura¹, Grittel G. Shevchenko², Nelli A. Dyakova³

1−3 Kuban State Technological University (Krasnodar, Russia) 1 2 3

gda-kuban@mail.ru, grettel@yandex.ru, nellidya@mail.ru

Methodology for a priori classification of objects in the language of information signs

Andrey V. Avramov¹, Viktor N. Nadtochii²

1, 2 MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh, Russia)

1 andry_a@inbox.ru

Affordable augmented reality for smartphones

B.S. Goryachkin, M.D. Kaurov

Bauman Moscow State Technical University (Moscow, Russia)

Balancing of metal resonators of wave solid-state gyroscopes of general use

M.A. Basarab¹, B.S. Lunin², E.A. Chumankin³

1 Bauman Moscow State Technical University (Moscow, Russia),

2 M.V. Lomonosov Moscow State University (Moscow, Russia),

3 JSC “Arzamas research and production enterprise “TEMP-AVIA” (Arzamas, Russia)

Speech recognition systems in corporate networks

M.P. Farkhadov – Dr.Sc.(Eng.), Senior Research Scientist, Head of Laboratory,

V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow)

E-mail: mais@ipu.ru

S.V. Vaskovsky – Ph.D.(Eng.), Senior Research Scientist,

V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow) E-mail: v63v@yandex.ru

Training of the U-Net architecture based convolutional neural network, using minimum resources

I.S. Demin – Master Student,

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: dantlou@mail.com

Yu.S. Belov – Ph.D.(Phys.-Math.), Associate Professor,

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: ybs82@mail.com

I.V. Chukhraev – Ph.D.(Eng.), Associate Professor, Head of Department «Information Systems and Networks», Kaluga branch of the Bauman MSTU E-mail: chukhraev@bmstu-kaluga.ru

The recognition method of new low-speed speech coding protocols

V.A. Aladinskiy – Ph.D.(Eng.), Professor, Scientific Secretary,

LTD «STC» (St. Petersburg)

E-mail: awa2810@yandex.ru

S.V. Kuzminskiy – Ph.D.(Eng.), Scientific and Pedagogical Worker, Cherepovets Higher Military Engineering School of Radio Electronics

E-mail: cvviur6@mil.ru

D.N. Chubaty – Ph.D.(Eng.), Associate Professor,

Cherepovets Higher Military Engineering School of Radio Electronics E-mail: cvviur6@mil.ru

System design of neurocomputers on microcontrollers in conditions of limited resources

K.V. Selivanov1, V.S. Klimachev2

1–2 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

Experimental assessment of the information content of long-range portraits of radar objects

V.E. Turov1, A.V. Zyuzin2, A.V. Timoshenko3 , V.P. Grutsya4

1,2,4 Yaroslavl Higher Military School of Air Defense (Yaroslavl, Russia),

3 Military University of Radioelectronics (Cherepovets, Russia)

victorturov@gmail.com, aleksey.zyuzin@mail.ru, u567ku78@gmail.com, grunyapal@yandex.ru

Methodology for neuron-network technologies in recognition of trigrams

Butenko Yu.I. – Ph.D. (Tech.), Associate Professor,

Bauman Moscow State Technical University

E-mail: iuliiabutenko2015@yandex.ru

Konopleva A.A. – Student,

Bauman Moscow State Technical University

E-mail: istommi@icloud.com

Filter selection for image processing before the landmark detection stage for micro-expression analysis

O.V. Melnik1, V.A. Sablina2, G. Burresi3, A.V. Savin4

1,2,4 Ryazan State Radio Engineering University n. a. akad. V.F. Utkin (Ryazan, Russia)

3 Siena University

Method of tracking of close objects with different moving characteristics by a long-range radar station

E.E. Smirnov1, A.A. Pozdniakov2

1,2 Mozhaysky Military Space Academy (Saint Petersburg, Russia)

Knowledge distillation of convolutional neural network models on inaccurately labeled data for automatic text CAPTCHA recognition on mobile devices

V.I. Terekhov1, D.O. Ishkov2

1–3 Bauman Moscow State Technical University (Moscow, Russia)

Investigation of the potential for the practical implementation of probabilistic algorithms for combining information in radio-electronic complexes

S.G. Chulyuk1

1 JSC «Scientific and Production Association «Radioelectronics», named after V.I. Shimko» (Kazan, Russia)

Application of ensembles of classification mathematical models to improve the accuracy of automated diagnostics of diabetic retinopathy

A.N. Narkevich1, T.Н. Mamedov2

1,2 FSBEI HE Prof. V.F. Voino-Yasenetsky KrasSMU MOH Russia (Krasnoyarsk, Russia)

Nonparametric method for estimating one-dimensional probability distribution densities of experimental data

L.I. Dvoiris, I.N. Kryukov

Possibilities of application of nuclear functions for approximation of two-dimensional densities of probability distribution of parameters of random signals

L.I. Dvoiris, I.N. Kryukov

The real probability of recognizing images of people's faces using artificial neural networks

V.A. Ivanov, A.A. Smirnov, D.A. Nikolaev

Noise immunity of artificial neural networks in the recognition of images of people's faces

V.A. Ivanov, A.A. Smirnov, D.A. Nikolaev

Methodology of tracking of closely located objects with different motion characteristics by information and measurement system

Е.Е. Smirnov1, А.А. Pozdniakov2

1,2 Military Space Academy named after A.F. Mozhajskij (St. Petersburg, Russia)

Methodical approach to an estimation of camouflage means efficiency

Yu.L. Koziratzky – Dr.Sc. (Eng.), Professor, MTSC Air Forces «MAA named professor N.E. Zhukovsky and Y.A. Gagarin» (Voronezh)

E-mail: urleo@bk.ru

А.N. Shmarov – Deputy Head of Academy, MTSC Air Forces «MAA named professor N.E. Zhukovsky and Y.A. Gagarin» (Voronezh)

А.А. Koziratzky – Student, MTSC Air Forces «MAA named professor N.E. Zhukovsky and Y.A. Gagarin» (Voronezh)

А.V. Ivantsov – Dr.Sc. (Mil.), Associate Professor, MTSC Air Forces «MAA named professor N.E. Zhukovsky and Y.A. Gagarin»

(Voronezh)

Methods of assessing the effectiveness of aerial electronic reconnaissance at sea in the conditions of application of measures to increase the stealth RLS operation

Yu.P. Melnikov – Dr.Sc. (Eng.), Professor, Leading Research Scientist, Scientific Research Centre (Central Scientific Research Institute) of the Military Airforce, Ministry of Defence

E-mail: ypursul@gmail.com

Method of recognition of types of space objects based on a set of radio technical features taking into account the weighting coefficients

V.I. Gorbulin – Dr.Sc (Eng.), Professor, Mozhaysky Military Space Academy (St. Petersburg)

V.D. Diferenko – Dr.Sc (Eng.), Professor, Mozhaysky Military Space Academy (St. Petersburg)

S.V. Kulikov – Ph.D. (Eng.), Senior Lecturer, Mozhaysky Military Space Academy (St. Petersburg) R.A. Gudaev – Adjunct, Mozhaysky Military Space Academy (St. Petersburg)

E-mail: mrgudaev@mail.ru

M.T. Baldytchev – Adjunct, Cherepovets Higher Military Engineering School of Radio Electronics E-mail: cvviur2@mil.ru

Optimization of direction-finding system composition based on statistical solutions

A.V. Stepanov – Ph.D. (Eng.), Associate Professor, Federal State Budgetary Institution «18 Central Research Institute» E-mail: andrew_st@email.ru

Evaluation of the ability of optical-electronic systems of unmanned flying apparatus for searching for typical terrestrial objects

N.M. Rakcheeva – Ph.D. (Eng.), Research Scientist, Research Exploring Department,

Main Research Test Center of Robotics of Ministry of Defense of the Russian Federation

Development of neural network algorithm for emotion recognition on facial image

O.A. Stepanova – Post-graduate Student, Infocommunication and Radiophysics Department,

P.G. Demidov Yaroslavl State University E-mail: olga1stepanova@yandex.ru

L.I. Ivanovsky – Post-graduate Student, Computer Network Department,

P.G. Demidov Yaroslavl State University E-mail: leonel-unknown@yandex.ru

V.V. Khryashchev – Ph.D. (Eng.), Infocommunication and Radiophysics Department, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.L. Priorov – Dr.Sc. (Eng.), Infocommunication and Radiophysics Department,

P.G. Demidov Yaroslavl State University

E-mail: andcat@yandex.ru

Task of creating a system for object recognition of multi-channel sensing complexes

N.S. Akinshin – Dr.Sc. (Eng.), Professor,

JSC «Central Design Bureau of Apparatus Engineering» (Tula)

E-mail: cdbae@cdbae.ru

R.P. Bystrov – Dr.Sc. (Eng.), Professor, Leading Research Scientist,

Kotelnikov Institute of Radio Engineering and Electronics of RAS (Moscow)

E-mail: rudolf@cplire.ru

O.V. Esikov – Dr.Sc. (Eng.), Professor,

JSC «Central Design Bureau of Apparatus Engineering» (Tula)

E-mail: inf@cdbae.ru

A.I. Chernyshkov – Adjunct,

Penza Artillery Engineering Institute

E-mail: niriopaii@mail.ru

Method of object class recognition based on the analysis of reflective characteristics

V.D. Liferenko1, V.O. Korolev2, V.N. Aldohina3

1-3 Military Space Academy named after A.F. Mozhaisky (St. Petersburg, Russia)

1 vadimaj@jmail.com

Airborne electronic warfare means of destruction of radar systems of the United States. Part 1. Group means of electronic warfare. Anti-radar missiles

G.V. Zaporozhets – Dr.Sc. (Eng.), Professor, Senior Research Scientist,

Chief Research and Testing Centre of Robotics of the Ministry of Defense of the Russian Federation

V.I. Merkulov – Dr.Sc. (Eng.), Professor, Honoured Scientist of the Russian Federation, Deputy Designer General, JSC «Radio Engineering Corporation «VEGA»

E-mail: from_fn@mail.ru

V.S. Chernov – Ph.D. (Eng.), Associate Professor, Leading Research Scientist, JSC «Radio Engineering Corporation «VEGA»

Substantiation of selection and dimension reduction of non-centered informative features of signals in information systems of short-range location

V.K. Khokhlov – Dr.Sc. (Eng.), Professor,

Bauman Moscow State Technical University

E-mail: valerykhokhlov@bmstu.ru

V.V. Glazkov – Ph.D. (Eng.), Associate Professor,

Bauman Moscow State Technical University

E-mail: glazkovv@bmstu.ru

A.K. Likhoedenko – Assistent,

Bauman Moscow State Technical University

E-mail: likhoedenkoak@bmstu.ru

Recognition method of fixed group objects by radar image based on artificial neural networks

А.V. Kvasnov – Ph.D. (Eng.), Associate Professor,

Peter the Great St.Petersburg Polytechnic University

E-mail: Kvasnov_AV@spbstu.ru

P.Е. Gladilin – Ph.D. (Phys.-Math.), Associate Professor,

ITMO University (St. Petersburg)

E-mail: peter.gladilin@gmail.com

А.E. Pershutkin – Master Student, ITMO University (St. Petersburg)

E-mail: alex.neurocoder@gmail.com

Some aspects of practical application of probabilistic algorithms for combining information in radioelectronic complexes

S.G. Chulyuk – Ph. D. (Eng.), General Designer, Deputy General Director, JSC «NPO «Radioelectronica» named after V.I. Shimko (Kazan)

Using machine learning technologies to create a navigation system inside the building

D.A. Aksenov1, O.A. Strizhenok2, O.D. Mironova3, E.A. Krapivina4, D.V. Zaharov5, N.P. Shivarev6

1-5 Financial University under the Government of the Russian Federation (Moscow, Russia)

6 College of Computer Science and Programming of the Financial University under the Government of the Russian Federation (Moscow, Russia)

The algorithm of the recognition of air targets with a turbojet engine based on modulation characteristics

V.N. Nadtochiy – Post-graduate Student, Department of Aviation Radio-Electronic Complexes,

MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

E-mail: nadtochiy_90@mail.ru

A.V. Avramov – Ph.D.(Eng.), Associate Professor, Head of Department of Aviation Radio-Electronic Complexes,

MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

E-mail: andry_a@inbox.ru

V.N. Antipov – Dr.Sc.(Eng.), Professor, Main Specialist, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) E-mail: antipov.v.n@gmail.ru

V.T. Yankovskiy – Dr.Sc.(Eng.), Senior Research Scientist, Main Specialist, JSC V.Tikhomirov NIIP (Zhukovsky, Moscow region) E-mail: yankvlad@ mail.ru

Characteristics of the radiation recognition of simultaneously observed transponder satellites under conditions of correlated interference

B.V. Illarionov – Dr.Sc.(Eng.), Professor of Department, MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

R.I. Burov – Ph.D.(Eng.), Associate Professor of Department, MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

D.S. Maliev – Post-graduate Student, MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh) E-mail: dmaliev@mail.ru

Design and research of the model of the algorithm for classification of axisymmetric radar objects on the basis of polarization signs

A.A. Kopylov – Post-graduate Student, Moscow Institute of Physics and Technology (State University); Engineer, PJSC «Radiofizika» (Moscow)

E-mail: kopylov@phystech.edu

G.P. Kobelkov – Head of Sector, PJSC «Radiofizika» (Moscow) E-mail: gk-231@mail.ru

The increase of informativity of the point magnetometric detection means

V.A. Zaitsev – Ph.D.(Eng.)

A.N. Averkiev – Ph.D.(Eng.)

D.O. Shevchuk – Post-graduate Student

Choosing the optimal combination of cores and complex algorithms to develop systems for detection and recognition of moving objects by seismic signals

L.I. Dvoiris – Dr.Sc.(Eng.), Professor

K.D. Galev – Post-graduate Student

Application of convolutional neural networks for detection and recognition of artificial space and ground objects

V.A. Pavlov – Leading Engineer,

Higher School of Applied Physics and Space Technologies of Peter The Great St. Petersburg Polytechnic University E-mail: pavlov_va@spbstu.ru

Signal and interference simulation model for testing detection systems

L.I. Dvoiris – Dr.Sc.(Eng.), Professor

V.A. Ivanov – Dr.Sc.(Eng.), Professor

K.D. Galev – Ph.D.(Eng.)

Interference signals of passive detection devices and their probabilistic properties

L.I. Dvoiris – Dr.Sc.(Eng.), Professor

I.N. Kryukov – Dr.Sc.(Eng.), Professor

Yu.V. Buglak – Post-graduate student

Modeling and control of a grounded technical vision system

S.S. Zwierzynski – Dr.Sc.(Eng.), Professor,

Moscow Technical University of Communication and Informatic

I.V. Parfentsev – Ph.D.(Eng.), Associate Professor, Specialist,

JSC «STT Group» (Moscow)

D.G. Lvov – Head of R&D Department

JSC «Dedal» (Dubna, Moscow Region)

Application of Bayesian programming in recognition and classification of radar emission sources

A.V. Kvasnov – Ph.D.(Eng.), Associate Professor,

Peter The Great St. Petersburg Polytechnic University

E-mail: Kvasnov_AV@spbstu.ru

Face image biometric verification algorithm based on deep convolution neural network

V.V. Khryashchev – Ph. D. (Eng.), Associate Professor of Department of Infocommunication and Radiophysics, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.A. Lebedev – Master of Department of Infocommunication and Radiophysics,

P.G. Demidov Yaroslavl State University

E-mail: lebedevdes@gmail.com

A.M. Shemyakov – Post-graduate Student of Department of Infocommunication and Radiophysics,

P.G. Demidov Yaroslavl State University

E-mail: andrey.shemiakov@gmail.com

V.A. Pavlov – Post-graduate Student of Department of Infocommunication and Radiophysics, P.G. Demidov Yaroslavl State University

E-mail: i@yajon.ru

The recognition of Russian language commands by 8-bit microcontrollers

D.A. Astashov – Undergraduate, Department «Design and manufacturing of electronic equipment», Kaluga branch of the Bauman MSTU

E-mail: BelIegar@yandex.ru

V.E. Drach – Ph.D.(Eng.), Associate Professor, Department «Design and manufacturing of electronic equipment», Kaluga branch of the Bauman MSTU

E-mail: drach@bmstu-kaluga.ru

A.V. Rodionov – Ph.D.(Eng.), Associate Professor, Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: andviro@gmail.com

Development of automatic image processing algorithms of locator sensors

A.Yu. Zilinberg – Ph.D.(Eng.), Associate Professor, Department of Radio Systems,

Saint-Petersburg State University of Aerospace Instrumentation

E-mail: uaz13@yandex.ru

A.Yu. Korneev – Research Scientist, Department of Radio Systems,

Saint-Petersburg State University of Aerospace Instrumentation

E-mail: prpo@mail.ru

Yu.A. Korneev – Ph.D.(Eng.), Senior Research Scientist, Associate Professor, Department of Radio Systems, Saint-Petersburg State University of Aerospace Instrumentation E-mail: prpo@yandex.ru

Recognition algorithms for organs in multispiral computed tomography

V.I. Solodovnikov – Ph.D. (Eng.), Director, Design Information Technologies Center (Odintsovo, Moscow Region)

E-mail: info@ditc.ras.ru

P.V. Bochkarev – Junior Research Scientist, Design Information Technologies Center (Odintsovo, Moscow Region)

E-mail: info@ditc.ras.ru

A.A. Kuzmitsky – Dr. Sc. (Eng.), Professor, Chief Research Scientist, Design Information Technologies Center (Odintsovo, Moscow Region)

E-mail: info@ditc.ras.ru

A.I. Gazov – Research Engineer, Design Information Technologies Center (Odintsovo, Moscow Region)

E-mail: info@ditc.ras.ru

V.S. Panishchev – Ph.D. (Eng.), Senior Research Scientist, Design Information Technologies Center (Odintsovo, Moscow region)

E-mail: info@ditc.ras.ru

E.S. Sirota – Dr.Sc. (Med.), Leading Research Scientist, Design Information Technologies Center Odintsovo (Moscow Region); I.M. Sechenov First Moscow State Medical University

E-mail: info@ditc.ras.ru

Assessment of accuracy of image recognition in selective neural networks

M. E. Mazurov – Dr.Sc. (Phys.-Math.), Professor, Russian Economic University n.a. G.V. Plekhanov (Moscow, Russia)

E-mail: mazurov37@mail.ru

Hierarchical architecture of convolution neural network in the distributed face recognition system

A. A. Yuzhakov – Dr.Sc. (Eng.), Professor, Head of Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: uz@at.pstu.ru

A. N. Kokoulin – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: a.n.kokoulin@at.pstu.ru

A. I. Tur – Post-graduate Student, Assistant, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

Damaged barcodes repairing problem

A. I. Tur – Post-graduate Student, Assistant, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: tur.aleksandr93@mail.ru

Yu. N. Lipin – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: y_lipinin@mail.ru

How to construct training systems with modern multimedia and speech technologies

S.V. Vas'kovskii − Ph.D. (Eng.), Senior Scientist, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow)

E-mail: v63v@yandex.ru

L.A. Nadeinskii − Senior Software Engineer, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow)

E-mail:superpub@yandex.ru

Methodological aspects of automatic speech recognition on the basis of multivariate statistical theory

I.V. Shostak − Dr.Sc. (Eng.), Professor, Software Engineering Department, Zhukovsky National Aerospace University «Khakov Aviation Institute» (Kharkov, Ukraine)

E-mail: iv_shostak@rambler.ru

I.I. Butenko − Ph.D. (Eng.), Assistant Professor, Bauman Moscow State Technical University

E-mail: iuliiabutenko2015@yandex.ru

Evaluation of technical means of rehabilitation and selection of the architecture of the construction neural network for the establishment of the support system for people in the urban environment for people with disabled vision opportunities

V.I. Terekhov – Ph.D (Eng.), Associate Professor, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: terekchow@bmstu.ru

V.S. Ilin – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: ivs@bmstu.ru

I.A. Mogilnikov – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: mogilnikoff2@gmail.com

M.S. Popova – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: popovams@bmstu.ru

Growing convolutional neural-like structures for the tasks of recognition of static images

I.V. Stepanian – Dr. Sc. (Biol.), Ph.D. (Eng.), Leading Research Scientist, Labor Medicine Institute of the Russian Academy of Sciences, A.A. Blagonravov Institute for Machine Science of the RAS, P.I. Chaikovsky Moscow State Сonservatory

E-mail: neurocomp.pro@gmail.com

N.N. Ziep – Post-graduate Student, Department of Electronic Computer, S.A. Lebedev JSC Institute of Precision Mechanics and Computer Science of RAS (Moscow), Moscow Institute of Physics and Technology (State University)

E-mail: diepnn83@mail.com

Hardware implementation of a neuron-like network with the ability to recognize noisy pattern

I.A. Mishustin – Post-graduate Student, Institute of Precision Mechanics and Computer Engineering n.a. S.A. Lebedev RAS (Moscow)

E-mail: mishustinivan777@gmail.com

N.B. Preobrazhensky – Ph.D. (Eng.), Senior Research Scientist, Institute of Precision Mechanics and Computer Engineering n.a. S.A. Lebedev RAS (Moscow)

E-mail: nbp@mail.ru

A.A. Zhdanov – Dr.Sc. (Phis.-Math.), Professor, Institute of Precision Mechanics and Computer Engineering n.a. S.A. Lebedev RAS (Moscow)

E-mail: a.zhdanov@mail.ru

I.V. Stepanyan – Dr.Sc. (Biol.), Ph.D. (Eng.), Laboratory of biomechanic systems of Institute of Machine Science named after A.A. Blagonravov of the Russian Academy of Sciences, Research Institute of Occupational Health named after N.F. Izmerov of the Russian Academy of Sciences, Moscow State Сonservatory named after P.I. Chaikovsky

E-mail: neurocomp.pro@gmail.com

Optical tracking algorithm for the reprint model of objects in the image

A.A. Kulikov1

1 MIREA - Russian Technological University (Moscow, Russia)

1 Financial University under Government of RF (Moscow, Russia)

Multiparametric model for the formation of feature descrip-tions of objects for studying the properties of classification algo-rithms

K.V. Sazonov1, M.V. Tatarka2

1 Military University of Radio Electronics (Cherepovets, Russia)
2 18 Federal State Unitary Enterprise Research Institute of the Ministry of Defense of the Russian Federation (Moscow, Russia)

Comparison of supervised AutoML and supervised ML methods for solving image recognition problems

N.A. Andriyanov1, Y.B. Kamalova2, Moiseev G.V.3

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

Machine vision system for determining the spatial position of apples based on YOLOv3 and stereo camera

N.A. Andriyanov1, I.Y. Khasanshin2, D.S. Utkin3, Ahmad Aws4, N.N. Kovylov5, A.A. Kochkarov6

1−6 Financial University under the Government of the Russian Federation (Moscow, Russia)

Information of alarm signs of recognition of laser means

S.V. Utemov1

1 MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh, Russia)

Functional transformations of images in neural networks

V.V. Kvashennikov1

1 Kaluga branch of Bauman Moscow State Technical University (Kaluga, Russia)

Efficiency and performance study of computer vision algorithms in pollen grain recognition problems

N.A. Andriyanov1, Yu.B. Kamalova2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

Gaussian pulse for the tasks of object recognition that are characterized by nonlinear electrical properties

N.A. Usov1

1 Military Academy of Communications name after Marshal оf the Soviet Union S.M. Budyonny (St.-Petersburg, Russia)

Automatic speaker age and gender recognition based on deep neural networks

M.V. Markitantov – Junior Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

A.A. Karpov – Dr.Sc.(Eng.), Associate Professor, Main Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

Formation and restoration of sparse signals for the purpose of their compression

L.I. Dvoiris, I.N. Kryukov

An approach to the construction of radio engineering systems with Compressed Sensing signals

L.I. Dvoiris, I.N. Kryukov, V.A. Ivanov

Methodology of tracking of closely located objects with different motion characteristics by information and measurement system

Е.Е. Smirnov1, А.А. Pozdniakov2

1,2 Military Space Academy named after A.F. Mozhajskij (St. Petersburg, Russia)

Development and study of a method for automated recognition of Parkinson's disease based on a combination of features of motor activity of the hands, mimic activity and facial expressiveness

A.A. Moshkova1, A.V. Samorodov2, N.A. Voinova3, A.K. Volkov4, M.V. Ershova5, E.O. Ivanova6, E.Y. Fedotova7

1,2 Bauman Moscow State Technical University (Moscow, Russia)
3,4 Scientific and Educational Medical-Technological Center of Bauman Moscow State Technical University (Moscow, Russia)
5–7 Research Center of Neurology, 5th neurological department (Moscow, Russia)

Method of objects’ verification on radar images using ensembles of neural networks

N.D. Badanina1, V.V. Dudihin2, I. Yu. Mezhuev3, N.S. Novikova4, I.Yu. Yakupov5

1–5 JSC «Distant Radiocommunication Scientific Research Institute» (Moscow, Russia)

Probabilistic recognition procedure and identification of spatial objects

E.V. Egorova1, M.H. Aksayitov2, A.N. Ribakov3

1 MIREA – Russian Technological University (Moscow, Russian)
2 Research and Production Center of JSC Concern Granit-Electron (St. Petersburg)
3 All-Russian Research Institute of Automation n.a. N.L. Dukhov (Moscow, Russia)

Using artificial intelligence methods to recognize radar stations based on the radio technical parameters of signals with filtering signals from radar stations not taken into account in the training set

B.B. Nikolenko1, D.I. Kuznetsov2, V.A. Podkovkin3, P.B. Popov4, A.N. Nikulina5

1-5 JSC “CNIRTI named after academician A.I. Berg” (Moscow, Russia)

1 bb.nikolemko@gmail.com; 2 utsy@mail.ru; 3 pva.podkovkin@gmail.com; 4 paborpop@gmail.com; 5 alex.post-x@yandex.ru

Reconstruction of a video sequence based on a geometric model using a video descriptor

V.P. Fedosov1, R.R. Ibadov2, S.R. Ibadov3

1-3 Institute for Radiotechnical Systems and Control, Southern Federal University (Rostov-on-Don, Russia)

An application of the FHOOF feature descriptor for micro-facial movement detection

O.V. Melnik1, V.A. Sablina2, A.D. Chernenko3

1–3 Ryazan State Radio Engineering University named after V.F. Utkina (Ryazan, Russia)

Analysis of the text theme recognition problem using machine learning

E.V. Gordeeva1, R.A. Kochkarov2, A.A. Rylov3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

Development of a neural network model for detecting objects in a video stream

E.S. Budaev1, S.S. Mikhailova2, I.S. Evdokimova3, E.A. Khalmakshinov4

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

3,4 East Siberian State University of Technology and Management (Ulan-Ude, Russia)

Applying Generative Image Models to Augment Face Detector Training Data

N.A. Andriyanov1, Ya.V. Kulichenko2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

Estimation of recognition confidence for the signal recognition algorithm with detection at two intermediate frequencies

Tran Huu Nghi1, A.S. Podstrigaev2, Nguyen Trong Nhan3, D.A. Ikonenko4

1–4 Saint Petersburg Electrotechnical University «LETI» (St. Petersburg, Russia)

1 huunghiht@gmail.com, 2 ap0d@ya.ru, 3 10th20th30th@gmail.com, 4 dan-ikonenko@mail.ru

Application of an artificial neural network for recognition of radio signals by aircraft receivers

M. E. Ivanov1

1 Saint-Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1 sindbad1995@list.ru

Some examples of practical application of neural networks: spheres and mechanism of work

S.V. Smirnov1

1 Trapeznikov Institute of Management Problems of RAS (Moscow, Russia)
1 sapr2006@bk.ru

Analysis of non-functional requirements of the speech recognition system

B.S. Goryachkin1, A.A. Andrianov2, D.V. Mozhaev3

1–3 Bauman Moscow State Technical University (Moscow, Russia)

1 bsgor@mail.ru, 2 alks.andrnv@gmail.com, 3 mdv413@mail.ru

Algorithm for recognizing types of intrapulse modulation of time-overlapped pulses

A.S. Podstrigaev1, Tran Huu Nghi2, D.A. Kalinin3, Nguyen Trong Nhan4

1–3 Saint Petersburg Electrotechnical University «LETI» (Saint Petersburg, Russia)
4 Le Quy Don Technical University (Hanoi, Vietnam)

1 ap0d@ya.ru, 2 huunghiht@gmail.com, 3 dimk.a.a@inbox.ru, 4 10th20th30th@gmail.com

Nonparametric assessment of two-dimensional density of nonlinear location signal distribution for object recognition despite background noise

V.A. Ivanov, E.N. Kryukov, A.V. Cherkovets

Choosing optimal distance between ground-based technical observation posts

S.S. Zwierzynski, E.I. Dukhan, M.A. Mironov

Analysis and synthesis of machine learning models for solving the problem of searching for named entities

B.S. Goryachkin1, R.I. Kim2

1,2 Bauman Moscow State Technical University (Moscow, Russia)

1 bsgor@mail.ru, 2 radmir.kim99@yandex.ru

Structurization of primary features of environmental monitoring systems images

D.V. Vasilieva1, S.V. Dvornikov2

1 St. Petersburg State University of Aerospace Instrument Engineering (St. Petersburg, Russia)

2 The Military Academy of Communications n.а. Marshal of the Soviet Union S.M. Budyonny (St. Petersburg, Russia)

1 dolli.dina@mail.ru; 2 practicdsv@yandex.ru

A software package for the investigation of spatio-temporal feature descriptors

O.V. Melnik1, V.A. Sablina2, A.D. Chernenko3

1–3 FSBEI HE Ryazan State Radio Engineering University named after V.F. Utkin (Ryazan, Russia)

1 omela111@yandex.ru, 2 sablina.v.a@evm.rsreu.ru, 3 anuta201294@yandex.ru

The model of hyper- and hypopigmented structureless areas recognition in the pigmented skin neoplasms

V.G. Nikitayev1, A.N. Pronichev2, V.Yu. Sergeev3, V.S. Kozlov4

1,2,4 National Research Nuclear University «MEPhI» (Moscow, Russia)
3 LLC «Clinic of Dermatology» (Moscow, Russia)

Algorithm for ocean surface pollution detection based on the results of video surveillance image processing

D.V. Vasilieva1

1St. Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1dolli.dina@mail.ru

Artificial intelligence methods in information‑measuring and control systems

V.A. Nenashev1, R.M. Voronov2, A.V. Berezin3, A.D. Matveev4, V.K. Losev5

1–5 St. Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1 nenashev.va@yandex.ru