№1 2017
Control systems

Innovation in the Consolidation of Organizational Systems: The Technological Compatibility of Control Systems
 Abstract
 Introduction. In the difficult conditions of the modern stage of development of international relations, the country's leadership is taking steps to consolidate the efforts of State organizational systems  ministries, services and agencies, of the enterprises, scientific organizations and educational institutions. ВIn economic activity there has been a significant increase in organizational systems that combine industry and/or territorial characteristics  industrial and agricultural enterprises, banks, organizations and institutions. It is expected that as a result of these conurbations increase the country's security and economic development will gain further momentum. Problem. A necessary condition for the functioning of the consolidation of the organizational systems is the information interaction between the systems for the management of their activities. At the same time, control objects  the hardware and software on the basis of which the constructed the control systems or managed by these systems and, at the same time, are identical operations performed, as a rule, different addressing and/or software commands. By virtue of the latter circumstance, there is the problem of technological compatibility of such control systems. Decision. This problem may be resolved in accordance with the results of studies conducted in the area of critical information technology in order to ensure technological compatibility of control systems of organizational systems. Innovative technical solutions, based on purpose to create a unified information control Wednesday of various systems are presents. Practical significance: the practical application of the presented research results here will provide a maximum degree of automation of the processes of information exchange in realtime between interacting control systems of organizational systems. Scope are the organizational system that shared tasks by consolidating their efforts within a specific time period or on a permanent basis, including combining situational centers for public bodies and regional clusters of small and mediumsized businesses, research organizations and educational institutions, transnational corporations.
 Key words
 organizational systems, control systems, critical technologies, information interaction, technological compatibility, solution scripts, data transfer
 Reference
 Shabanov A. P. Innovation in the Consolidation of Organizational Systems: The Technological Compatibility of Control Systems. Systems of Control, Communication and Security, 2017, no. 1, pp. 132159. Available at: http://sccs.intelgr.com/archive/201701/09Shabanov.pdf (accessed ) (in Russian).
Information processes and technologies. Acquisition, storage and processing of information

Methods of estimation models of the acoustic signals probability density in telecommunications audioexchange systems
 Abstract
 Statement of the problem: estimation models of the acoustic signals of the probability density in telecom systems is overdue because of the need to improve the efficiency of data transmission and improve the efficiency of the exchange of information on operational and command communications systems. The work is devoted to research on the challenges of modeling the acoustic signals in the information and control systems, telecommunications audioobmena. The object of research is the model probability density functions, which can create a more efficient allocation of algorithms signals against external acoustic noise and interference in the audio information exchange telecommunications systems. Object of research are models of probability density functions, which can create a more efficient allocation of algorithms signals against external acoustic noise and interference in the audio information exchange telecommunications systems. The purpose is to development and study of direct and indirect methods of estimating the density of acoustic signals and interference probabilities, the receipt and investigation of nuclear and projection estimates the probability density histogram to obtain the probability density estimators, investigate the possibility of applying the method of barrier functions for the evaluation of the parameterized approximation of the density of probability of the acoustic signals. Used methods: we used direct and indirect methods of estimating models of the probability density approximation and interpolation theory, method of barrier functions, probability density recovery method for a limited amount of data, constrained optimization method with constraints. The scientific novelty of the work lies in addressing the parametric and nonparametric estimation models of the probability density of the acoustic signals in telecommunication systems, communication and exchange of audio information. Results: developed and investigated the direct and indirect methods of estimating the density of the acoustic signals of probabilities and interference obtained nuclear and projection assessment of the probability density, obtained histogram estimation of the probability density in a limited amount of data proved that the method of barrier functions for the evaluation of the parameterized approximation of the density of the acoustic signals of probabilities . in telecommunication systems. Practical value: the use of the method of barrier functions has shown its efficiency in comparison with known results, the practical implementation of algorithms to minimize the above functional causes the appearance of problems of choice of basis functions and the required order of polynomials approximating the density distribution.
 Key words
 probability density, acoustic signals, telecommunication systems, approximation, histogram evaluation
 Reference
 Kropotov Y. A. Methods of estimation models of the acoustic signals probability density in telecommunications audioexchange systems. Systems of Control, Communication and Security, 2017, no. 1, pp. 2639. Available at: http://sccs.intelgr.com/archive/201701/03Kropotov.pdf (accessed ) (in Russian).

Mathematical Theory of Estimation of Contribution of Scientist to Science
 Abstract
 Relevance. In recent years, increasing attention of power structures and the scientific community has acquired quantitative methods for assessing the effectiveness of scientific research, in connection with the need for adequate funding of science. For the technological support of this area of work, new mathematical models and methods of introducing and calculating quantitative indicators of the effectiveness of scientific research are important. In this regard, this article on the development of such models and methods is relevant. The purpose of the article is to develop several new models that allow us to introduce a number of new indicators of scientific research using information about the scientist's publications and his quotations. Method. To achieve this goal it was proposed to use the distribution of citations in the form of a graph as the initial data, along the abscissa of which the publications of the scientist are arranged in order of increasing of citations and along the ordinate axis the corresponding quantities of citations are pointed. The graphs of the distribution of citations are convenient for the introduction of new indicators of the effectiveness of research by scientists and their analysis. Novelty of the work lies in the proposed two universal methods for quantifying the effectiveness of scientist's scientific research on the basis of its citation distribution schedules: a measuring method that reduces this estimate to a comparison of scientist's citation distribution with the citation distribution of a hypothetical single scientist, and the method of moments reducing this estimate to the computation of moment (of suitable order) of citations distribution of the scientist. Result. In the article a mathematical model and methods are developed in detail for the introduction of new indicators of the effectiveness of scientific research, their analysis and calculations.
 Key words
 modeling of science, bibliometrics, publication, citation index, effectiveness of scientific research
 Reference
 Levin V. I. Mathematical Theory of Estimation of Contribution of Scientist to Science. Systems of Control, Communication and Security, 2017, no. 1, pp. 160174. Available at: http://sccs.intelgr.com/archive/201701/10Levin.pdf (accessed ) (in Russian).
Information security

Measures to Ensure Security and Data Protection for Complex Information Systems
 Abstract
 Problem statement: the number of elements in information systems is increasing therefore, their complexity increases too. Requirements for information security are required to present, depending on the complexity of the information system. The existing requirements on information security and the means that it does not take into account the complexity of the information system. Requirements on information security should be categorized and modified depending on the classification of the complexity of the information system. For the complex information system, you need to consider the connections between its elements and the system effects of a security breach for the individual elements. The aim of this paper is to analyze how the complexity of information sysytems influence on their information security and protection. In addition, the aim of the paper is the classification of requirements in information security to the information systems by the criterion of "complexity–security" and formulation the methods that take into account the complexity of the information system. This will allow you to build a security subsystem and data protection, which is adequate to the threats and level of complexity of the information system. Methods used. The paper uses methods of system analysis for complex systems and classification methods, which are used for the analysis of information security of information systems. Result. Requirements for information security and means their to ensure that classified the level of complexity of the protected system presented in the paper. The paper shows that these requirements can be simplified for the simple information systems need to improve for the complex systems. The number of elements and their connections must be considered when increasing demands for the complex systems. Novelty. A new result is that, given the complexity of the system while the formation of the requirements to information security and means of providing it. Practical significance. The results of this paper can be used for the establishment of regulatory requirements for information security of complex information systems, for certification of complex information objects, for design of security systems for complex information systems.
 Key words
 information system, security, information security, security threats and protection measures, regulatory requirements
 Reference
 Оsovetskiy L. G., Sukhanov А. V., Efimov V. V. Measures to Ensure Security and Data Protection for Complex Information Systems. Systems of Control, Communication and Security, 2017, no. 1, pp. 1625. Available at: http://sccs.intelgr.com/archive/201701/02Osovetskiy.pdf (accessed ) (in Russian).

Dynamic Model of the Bidirectional Information Conflict to Take into Account Capabilities of Monitoring, Capturing and Locking of Information Resources
 Abstract
 Statement of the problem. Means of destructive impacts on the information systems are improving so the scientificmethodical apparatus of protection for the information conflict should be developed also. Dynamic and transitional processes in the information conflict have been incomplete researched currently. Although, some researchers indicate what the information resource can be captured and redistributed in the course of the conflict. But these processes have not been researched yet. Therefore, the analysis of dynamic processes in the conflict information systems is a topical area of research. The aim of this paper is to develop the dynamic model of the bidirectional information conflict to take into account capabilities of monitoring, capturing and locking of information resources. Whereas each of the conflicting systems consist of several subsystems. These are the monitoring subsystem, the capturing subsystem, the blocking information resource subsystem and the normal information subsystem. Methods used. The theory of population dynamics which simulate the competition of different species in the process of evolution was used as a basis for model of the information conflict. Methods of the theory of dynamical systems were used to develop mathematical model of information conflict and its research. Model of information conflict is the system of four nonlinear differential equations. Novelty. The novelty of the model is to take into account the capabilities of monitoring, capturing and locking of information resources in the dynamics process of development of information conflict. Results. The result of the research by model is to identify several of the typical states of conflict and the bifurcation points where conflict changes its state. In bifurcation point one of the conflicting parties can change the development trajectory of the conflict and so this party will have possibility to win. The action scenarios of one of the parties to achieve wining in the conflict are based on the research by model. A typical scenario of action for one of the parties was analyzed, to determine the most "strong" parameters of this party, and the change directions the parameters to ensure wining. Practical significance. The model of informational conflict can be used a large number of conflicts between the real informationtechnology systems in several areas. These areas are electronic warfare, radio monitoring, and information warfare. The scenarios what are presented in the paper can be used to improve software of the real technical systems for their wining in the dynamic information conflict.
 Key words
 conflict, dynamic conflict, information conflict, information resource, electronic warfare, radio monitoring, information warfare, cyberattack
 Reference
 Makarenko S. I. Dynamic Model of the Bidirectional Information Conflict to Take into Account Capabilities of Monitoring, Capturing and Locking of Information Resources. Systems of Control, Communication and Security, 2017, no. 1, pp. 6097. Available at: http://sccs.intelgr.com/archive/201701/06Makarenko.pdf (accessed ) (in Russian).
Transmission, reception and processing of signals. Radiomonitoring

Algorithm of Detection and Determining Coordinates of Object for the Over the Horizon Radar Based on the TwoBeam Scaning Method
 Abstract
 Purpose. The overthehorizon radar stations are improving so means of objects detect that are out on large distance for radar stations should be developed also. However, methods of detecting and determining the coordinates of objects by radar stations have been incomplete researched currently. Therefore, the design of algorithm for detecting and determining the coordinates of an object for the overthehorizon radar stations is a topical area of research. The aim of this paper is to develop the algorithm for detecting and determining the coordinates of an object for the overthehorizon radar stations based on the twobeam scaning method. Methods used. The theory of geometric optics and theory of propagation of radar signals and the twobeam scaning method was used as a basis for the algorithm for detecting and determining the coordinates of an object for the overthehorizon radar stations. Novelty. The novelty of the algorithm is to take into account the twobeam scaning method and the optimization proceeding of determine the object's coordinates. Results. The result of the research by algorithm prove what it used to makes possible to improve the accuracy of determining position object. Practical significance. The algorithm can be used a large number of the overthehorizon radar stations. These algorithm what are presented in the paper can be used to improve software of the real overthehorizon radar stations.
 Key words
 the overhorizon radar, mathematical model of ionosphere, object coordinates, body of errors, signal detection
 Reference
 Aleshkin A. P., Artjushkin A. B., Dunikov A. S., Nikiforov S. V. Algorithm of Detection and Determining Coordinates of Object for the Over the Horizon Radar Based on the TwoBeam Scaning Method. Systems of Control, Communication and Security, 2017, no. 1, pp. 4048. Available at: http://sccs.intelgr.com/archive/201701/04Aleshkin.pdf (accessed ) (in Russian).
Communication systems and telecommunication network

Transmission of Synchronous Data Streams for an Asynchronous Packet Communication Networks with the Random Multiple Access
 Abstract
 Statement of the problem: the problem of synchronization of digital information in data packets received in the packet network connection and a random multiple access to the transmission medium is important. This problem arises in the interaction of sources and receivers of information and data through packet transmission channels, in which the transmission rate is not known in advance. In these channels provides an asynchronous method of transmitting information. Therefore, in telecommunication systems is a problem of the development of new methods of exchanging information and creating an effective organizational structure clocked by incoming data packets. Object of research are the transmission channels of digital informationoriented asynchronous method of transmitting information, as well as channels with a random multiple access telecommunication systems, data exchange. The purpose is to develop a model of the transmission channel of digital information, consideration of a more efficient service asynchronous traffic in packet communication networks, development of methods of restoration of the clock frequency of the source channels in the asynchronous data transmission. Used methods: we used the apparatus of communication theory, queuing theory, the theory of incomplete maintenance of adaptive control, simulation techniques, network technologies. The scientific novelty of the work lies in the consideration of the formation process of the synchronization packet communication, consideration of the recovery methods clock source asynchronous transfer of digital information, the study model of the formation of data packets in a random multiple access channels. Results: the model of the transmission channel of digital information, the issues of effective service of the asynchronous traffic in packet communication networks, developed methods for restoring a clock frequency of the source channels in the asynchronous transmission of data packets. Practical value: the developed methods and algorithms allow more efficient use of packet communication network resources in telecommunication systems, will realize additional opportunities for transfer of heterogeneous information, will improve the quality of communication and to minimize the loss of network packets.
 Key words
 synchronization process, packet communications, asynchronous data stream, discrete information, channels with a random multiple access
 Reference
 Beilegchi D. V., Belov A. A., Ermolaev V. A., Kropotov Y. A. Transmission of Synchronous Data Streams for an Asynchronous Packet Communication Networks with the Random Multiple Access. Systems of Control, Communication and Security, 2017, no. 1, pp. 115. Available at: http://sccs.intelgr.com/archive/201701/01Beilegchi.pdf (accessed ) (in Russian).

Flexible Service Model of Complex Traffic and Realtime Algorithm of Channel Reserve for Satellite Earth Stations
 Abstract
 Relevance. At present, there is a high demand on services transmitting a multimedia content, telephone and video communications and transferring data which can be satisfied by using satellite networks in certain cases. The traffic load created at the same time generally has a complex structure. The coverage of servicing areas of satellite networks, on the one hand, and the principal scarcity of the orbital radio resource, on the other hand, require online radio resource management in order to increase its use efficiency. One of the ways to improve the radio resource use efficiency is multiplexing satellite radio lines taking into account the statistical characteristics of the relayed traffic and the operating modes of the satellite modem. The paper purpose is to develop the model of the flexible service of the complex structure traffic and an realtime algorithm of channels reserve in the earth stations through variation of the traffic received from various subscribers of the earth station which allows to improve the radio resource use efficiency (the capacity expressed in the number of available channels) of the satellite communication network by means of online backup of the channel radio resource. Results. The searching of backup channels is defined as a nonlinear programming task, as well as the example how to resolve it while servicing the complex structure traffic created by a group of subscribers is provided. The novelty of the approach is that a new model of the flexible service of the complex structure traffic provided by the earth station different from the known ones due to taking into account the dynamics of the capacity change when switching between the operating modes of the modem equipment is developed. The developed model as a fourdimensional Markov chain was obtained on the basis of the state space extension using models of the configuration change of the modem equipment, of the group source of the complex structure traffic, of channel resource backup with time delay, as well as of the service process of the single channel system traffic. The assumptions concerning the exponential laws of distribution of duration of subscribers’ activity and pauses, delay in connecting to an auxiliary channel resource, duration of transferring individual communications, and intervals between them, as well as time interval sizes for the readjustment of the modem equipment are adopted as limitations. The algorithm different from the known ones due to taking into account the current allocation of the channel resource is proposed on the basis of the developed model and allows to find an optimal moment of the auxiliary channel connection in case of a significant increase in the power of a set of alternatives. An example how to complete the set task is provided. Practical significance. The total results obtained as a model of the flexible service of the complex structure traffic and as the algorithm will allow increasing the capacity of the satellite communication network by 1040% while ensuring the specified quality of the subscribers' service.
 Key words
 relay satellite, radio resource, earth station, interrupted Poisson flow, modulated Markov process, online backup, complex structure traffic
 Reference
 Novikov E. A., Zinnurov S. Kh. Flexible Service Model of Complex Traffic and Realtime Algorithm of Channel Reserve for Satellite Earth Stations. Systems of Control, Communication and Security, 2017, no. 1, pp. 98115. Available at: http://sccs.intelgr.com/archive/201701/07Novikov.pdf (accessed ) (in Russian).

The Organization of Adaptive Multiplexing of a Traffic of Multiservice Networks in the Channeling Equipment of Land Satellite Communication System with Taking into Account the Changing Jamming Situation
 Abstract
 Relevance. The increasing volumes of the transmitted data at high quality requirements of service and limitation of a radio resource of the spacecraft of communication do urgent questions of ensuring high bandwidth of land satellite communication system in the conditions of dynamically changing jamming situation. At implementation of the existing technologies of multiplexing of a traffic in the channeling equipment of land satellite communication system selection of a radio resource happens under peak values of intensity of information flows, without its statistical characteristics that is expressed in underexploitation of a radio resource at its general deficit. The paper purpose is consists in capacity growth of land satellite communication system in the conditions of an jamming situation. For achievement of the goal it is offered to use technology of adaptive multiplexing of a traffic which will consider its statistical characteristics, in different conditions of an jamming situation. It will allow to increase bandwidth of land satellite communication system and to fulfill quality requirements of service of a multiservice traffic. The used methods. The solution of a task of the organization of operational management of a multiservice traffic at adaptive multiplexing in the channeling equipment of land satellite communication system is based on use of Markov models of the modulated Poisson process and algorithms applied in the teletraffic theory taking into account specifics of functioning of communication satellite networks. For a research of the developed models the calculation procedure realized in the software package of mathematical modeling of MatLab is used. Novelty. Elements of scientific novelty of work are the accounting of a number of factors: properties of the arriving multiservice traffic, such, as, not stationarity, heterogeneity, priority in service, fulfillment of requirements on service quality and existence of the different modes of functioning of satellite radio lines which depend on conditions of an jamming situation. Result. Use of technology of adaptive multiplexing in combination with the mechanism of dynamic purpose of priorities in service of a multiservice traffic allows to increase considerably number of communication links in comparison with the existing technology that corresponds to capacity growth of land satellite communication system or ensuring required bandwidth in the conditions of an jamming situation. At the same time it is worth canceling that capacity growth will depend on requirements imposed to service quality, a type of the transferred traffic, and also the choice of an operation mode of the modem equipment. So, at the most strict requirements to service quality the prize will make up to 40%, at less tough (an unlimited admissible delay) extremely achievable values will make up to 120% that averages about 80%. Practical significance. The submitted decision is offered to be realized in the form of special program software of the channeling equipment on the basis of a program and modular platform which has to be integrated into structure of an automated control system of the terrestrial station of satellite communication. Implementation on the basis of a program and modular platform will allow to exercise on the basis of the analysis of statistical properties of a multiservice traffic its operational management at adaptive multiplexing in the conditions of the changing jamming situation, by assignment to information flows of priorities in service.
 Key words
 adaptive multiplexing, operational management, multiservice traffic land satellite communication system, jamming situation
 Reference
 Kovalsky A. A. The Organization of Adaptive Multiplexing of a Traffic of Multiservice Networks in the Channeling Equipment of Land Satellite Communication System with Taking into Account the Changing Jamming Situation. Systems of Control, Communication and Security, 2017, no. 1, pp. 175212. Available at: http://sccs.intelgr.com/archive/201701/11Kovalsky.pdf (accessed ) (in Russian).
Modeling of complex organizationaltechnical systems

Polyintervals in Problems of Optimization of Indeterminate Systems
 Abstract
 Relevance. In recent decades, in the civil and military spheres, new technologies associated with the study of uncertainty are increasingly encountered. These technologies are widely used in engineering, economics, social sphere. To support them, new mathematical models and methods are needed. In this regard, this article, devoted to the development of a new model of uncertainty (polyinterval) and mathematical methods for its study, as applied to solving optimization problems under uncertainty, is topical. The purpose of the article is to detailed development of a new mathematical model of uncertainty – a polyinterval, which is a sequence of a finite number of uncertainty intervals, in order to optimize various systems with polyinterval parameters. Method. To achieve this goal, it is proposed to extend the method of introducing operations on intervals in the form of a settheoretic generalization of the corresponding operations over real numbers, known in interval mathematics, to the study of optimal operations over polyintervals. The novelty of the work lies in the proposed new mathematical model of the uncertainty of systems in the form of polyintervals, in conjunction with a mathematical apparatus that allows performing optimal operations on polyintervals and thereby making it possible to solve problems of optimizing systems with polyinterval parameters. Result. The article elaborates a new mathematical model of uncertainty – polyinterval. The optimal operations (max, min) over the polyintervals have been determined, and the rules for their implementation have been derived. Necessary and sufficient conditions for the existence of these operations are established, i.e. conditions for the comparability of polyintervals. An example of using the results obtained for making optimal decisions is given.
 Key words
 polyintervals, comparison of polyintervals, maximal (minimal) polyinterval
 Reference
 Levin V. I. Polyintervals in Problems of Optimization of Indeterminate Systems. Systems of Control, Communication and Security, 2017, no. 1, pp. 4959. Available at: http://sccs.intelgr.com/archive/201701/05Levin.pdf (accessed ) (in Russian).

Analysis of the Labor Intensity of Various Algorithmic Approaches for Solving the Traveling Salesman Problem
 Abstract
 Formulation of the problem. Analysis of existing heuristic algorithms and their complexity in solving the traveling salesman problem. Actuality. The traveling salesman problem is NPhard task, i.e. an exact solution which can be obtained only in exponential time. Therefore, the exhaustive search algorithm is not efficient when we have many graph vertices. However, there are various heuristic algorithms which allow to find a rational solution to this problem with a large number of vertices for an reasonable time. The criterion is necessary for the validity of a particular algorithm in solving traveling salesman problems with different number of vertices of the graph and the available time resource for the calculation. This criterion will allow to more effectively apply a variety of algorithms for solving problems in the field of logistics, in which it is required to calculate between related vertices in the graph and in the discipline of operations research for rationale decision making in all areas of human activities. The aim. Description of the identified time dependencies of the task solution of the traveling salesman problem described in this article of heuristic algorithms comparison of the results obtained with the exhaustive search algorithm and description of the criterion of applicability of a particular algorithm. Methods. The selection criterion of the algorithm described for calculating the effecient route, it depends on the number of vertices of the graph and the available resource of computer time to calculate. Result. Describes the selection criterion of the algorithm for route calculation that will depend on the number of vertices of the graph and the available resource of machine time. Practical relevance. The opportunity to apply the necessary algorithm for solving the travelling salesman problem in various fields of human activities based on the described criteria.
 Key words
 heuristic algorithms, exhaustive search, graph, efficient route, salesman
 Reference
 Semenov S. S., Pedan A. V., Volovikov V. S., Klimov I. S. Analysis of the Labor Intensity of Various Algorithmic Approaches for Solving the Traveling Salesman Problem. Systems of Control, Communication and Security, 2017, no. 1, pp. 116131. Available at: http://sccs.intelgr.com/archive/201701/08Semenov.pdf (accessed ) (in Russian).