Development of resource distribution model of automated control system of special purpose in conditions of insufficiency of information on operational development

Shyshatskyi, Andrii; Sova, Oleg; Zhuravskyi, Yurii; Zhyvotovskyi, Ruslan; Lyashenko, Anna; Cherniak, Oleh; Zinchenko, Kateryna; Lazuta, Roman; Melnyk, Artur; Simonenko, Alexander

doi:10.15587/2312-8372.2020.198082

Cited by 5 publications

(14 citation statements)

References 7 publications

(9 reference statements)

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“…Game theory [5,6], artificial neural networks [7,8], fuzzy sets [9], expert evaluation method [10], etc. are actively used to solve the problem of cybersecurity.…”

Section: A Methods For Assessing Cybersecurity In Special-purpose Infomentioning

confidence: 99%

“…There are several reasons for their widespread use: -the accuracy of decision trees is often comparable or higher than in other classification models [10];…”

Section: Fig 1 Algorithm For Implementing the Evaluation Methodsmentioning

confidence: 99%

“…The paper [10] proposes the model of resource allocation of an automated special-purpose control system in the conditions of insufficient information on the development of an operational situation. The specified model proposes the mechanisms of resource allocation of the automated control system taking into account the influence of cyber attacks.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…However, even with all the advantages of neural fuzzy artificial networks, they have some disadvantages. Among them [7][8][9][10]:…”

Section: Mathematical Formulation Of the Problem Of Analyzing The Cybmentioning

confidence: 99%

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Development of a method for assessing cybernetic security in special-purpose information systems

Drozdov

Zhuravskyi

Salnikova

et al. 2020

EEJET

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“…Game theory [5,6], artificial neural networks [7,8], fuzzy sets [9], expert evaluation method [10], etc. are actively used to solve the problem of cybersecurity.…”

Section: A Methods For Assessing Cybersecurity In Special-purpose Infomentioning

confidence: 99%

“…There are several reasons for their widespread use: -the accuracy of decision trees is often comparable or higher than in other classification models [10];…”

Section: Fig 1 Algorithm For Implementing the Evaluation Methodsmentioning

confidence: 99%

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…However, even with all the advantages of neural fuzzy artificial networks, they have some disadvantages. Among them [7][8][9][10]:…”

Section: Mathematical Formulation Of the Problem Of Analyzing The Cybmentioning

confidence: 99%

See 2 more Smart Citations

Development of a method for assessing cybernetic security in special-purpose information systems

Drozdov

Zhuravskyi

Salnikova

et al. 2020

EEJET

Self Cite

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“…The papers [2,16] exemplify an approach to the processing of various types of data on the state of the communication channel. The essence of the proposed approach is an assessment of the state of the communication channel and three different indicators.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

Development of a method of adaptive control of military radio network parameters

Nalapko

Shyshatskyi

Ostapchuk

et al. 2021

EEJET

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A method of adaptive control of military radio network parameters has been developed. This method allows predicting suppressed frequencies by electronic warfare devices, determining the topology of the military radio network. Also, this method allows determining rational routes of information transmission and operating mode of radio communications. Forecasting of the electronic environment is characterized by recirculation of input data for one count, resampling on a logarithmic time scale, finding a forecast for the maximum value of entropy and resampling the forecast on the exponential time scale. The developed method allows choosing a rational network topology. The choice of topology of the military radio communication system is based on the method of ant multi-colony system. The main idea of the new option of ant colony optimization is that instead of one colony of the traditional ant algorithm several colonies are used that work together in a common search space. However, this procedure additionally takes into account the type of a priori uncertainty and the evaporation coefficient of the pheromone level. The proposed method allows choosing a rational route for information transmission. The proposed procedure is based on an improved DSR algorithm. This method uses several operating modes of radio communications, namely the technology of multi-antenna systems with noise-like signals, with pseudo-random adjustment of the operating frequency and with orthogonal frequency multiplexing. The developed method provides a gain of 10‒16 % compared to conventional management approaches

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Improvement of complex resource management of special-purpose communication systems

Koval

Sova

Orlov

et al. 2022

EEJET

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The object of the research is a special-purpose communication system. The relevance of the research lies in the need for complex management of resources of special-purpose communication systems. The resources of the special-purpose communication system are defined as: spatial, temporal, frequency and hardware resources. Destabilizing factors include: intentional interference; denial-of-service cyber attacks and fire damage to individual elements of the special-purpose communication system. The method of complex management of resources of special-purpose communication systems was improved. The difference between the proposed method and the known ones is that the specified method contains improved procedures: ‒ determination of the impact of destabilizing factors on the special-purpose communication system; ‒ description of special-purpose communication systems of various architectures; ‒ determination of the rational route of information transmission and operation mode of communication devices in the general special-purpose communication system; ‒ consideration of uncertainty about the state of the special-purpose communication system; ‒ determination of the number of necessary forces and means of communication, which must be increased for the full functioning of the special communication system. The improved method provides a gain of 20‒26 % compared to classical approaches to the management of resources of special-purpose communication systems. The improved method can be used at the control points of the communication system of groups of troops (forces) while planning the organization of communication and at the stage of operational management of the communication system.

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Development of resource distribution model of automated control system of special purpose in conditions of insufficiency of information on operational development

Cited by 5 publications

References 7 publications

Development of a method for assessing cybernetic security in special-purpose information systems

Development of a method for assessing cybernetic security in special-purpose information systems

Development of a method of adaptive control of military radio network parameters

Improvement of complex resource management of special-purpose communication systems

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