HIGH TECH IN EARTH SPACE RESEARCH

USE OF ARTIFICIAL NEURAL NETWORKS IN EXTRAPOLATION OF NON-TERMINATED BROADBAND RADIO ENGINEERING SIGNALS

Razumov A.A.

This work analyzes and describes the potential application of artificial neural networks in the field of technical forecasting. Technical science with sufficient accuracy can determine the probabilistic development of the signal, using the concepts of extrapolation.

Optimal is the use of neural networks in the extrapolation of radio signals. The process of modernization and progress in science provokes a person to try to predict the probabilistic development of the future. The purpose of this article is to understand the aspects of neural networks for determining the success of the operation of extrapolation of nondeterministic broadband radio-technical signals on neural networks.

A lot of research has been carried out in these fields, which show that, in general, artificial neural networks are coping well with complex extrapolation, they make a high competition for statistical processing based on probability theory.

The introduction of artificial neural networks today has an intensive development character. Every year this direction becomes more urgent, the need to use artificial intelligence increases, this requires global automation of processes used in society.

Currently, there are many forecasting methods. In this article some of them we will analyze and compare with artificial neural networks. So, for example, we will show that forecasting using the statistical processing method requires a lot of effort, time and money. Unlike neural networks that eliminate the disadvantages of the statistical method and can be automated and integrated into any signal processing and empirical dependencies.

Artificial neural networks are widely used in the extrapolation of radio engineering signals. In this article we will consider the software tools, algorithms and methods of artificial neural networks.

The subject of published articles on the nomenclature of specialties

2.2.15 Systems, networks and telecommunications (technical sciences)

2.3.1 System analysis, management and processing of information (technical sciences)

2.3.5 Mathematical and software of computing systems, complexes and computer networks (technical sciences)

2.3.6 Methods and information protection systems, information security (technical sciences)

2.5.13 Design, design and production of aircraft (technical sciences)

2.5.16 Dynamics, ballistics, the movement of aircraft (technical sciences)

Editorial board

Bobrowsky V.I.
(Ph.D., Associate Professor, Head of Department of "INTELTEH")

Borisov V.V.
(Ph.D., Professor, Actual Member of the Academy of Military Sciences, Professor, Department of Computer Science of MPEI)

Budko P.A.
(Ph.D., Professor, Department of Technical communication and automation in S.M. Budjonny Military Academy of the Signal Corps)

Budnikov S.A.
(Ph.D., associate professor, Actual Member of the Academy of Education Informatization, Head of the automated control systems Department in Russian Air Force Military Educational and Scientific Center “Air Force Academy named after Professor N.E. Zhukovsky and Y.A. Gagarin”)

Verhova G.V.
(Ph.D., Professor, Head of Department of Automation communication companies In the Bonch-Bruevich Saint Petersburg State University of Telecommunications)

Goncharevsky V.S.
(Ph.D., Professor, Honored Worker of Science and Technology of the Russian Federation, Professor of technologies and technical support and maintenance of the automated control systems in Military Space Academy of A.F. Mozhaysky)

Komashinskiy V.I.
(Ph.D., Professor, professor of processing and transmission discrete messages in the Bonch-Bruevich Saint Petersburg State University of Telecommunications)

Kirpanev A.V.
(Ph.D., Associate Professor, Head of JSC "Scientific Production Enterprise "Radar MMS")

Kurnosov V.I.
(Ph.D., Professor, Academician of Academy of Sciences of the Arctic, Academician of the International Academy of Informatization, International Academy of defense, security, law and order, corresponding member of the Academy of Natural Sciences, Senior Researcher" Open Joint Stock Company "Scientific Research Institute "Rubin")

Manuilov Y.S.
(Ph.D., Professor, Department of automated control systems space complexes in Military Space Academy of A.F. Mozhaysky)

Morozov A.V.
(Ph.D., Professor, Actual Member of the Academy of Military Sciences, Head of the Department of automated command and control systems in Military Аcademy of troops of antiaircraft defense)

Moshak N.N.
(Ph.D., Associate Professor, head of the department of "INTELTEH")

Prorok V.Y.
(Ph.D., Professor, professor of automatic control systems in Military Space Academy of A.F. Mozhaysky)

Semenov S.S.
(Ph.D., associate professor, professor of technical communication and automation in S.M. Budjonny Military Academy of the Signal Corps)

Sinicyn E.A.
(Ph.D., Professor, Head of the Research Department of JSC "The All-Russian research institute of radio equipment")

Shatrakov Y.G.
(Ph.D., Professor, Honored Worker of Science, Scientific Secretary of JSC "The All-Russian research institute of radio equipment")