Detecting changes simulation of the technological objects’ information states

Skatkov, A. V.; Bryukhovetskiy, A. A.; Moiseev, D.V.; Litvinova, Raisa N.

doi:10.1051/matecconf/201822402072

Cited by 6 publications

(1 citation statement)

References 3 publications

(4 reference statements)

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“…Анализ эффективности обработки информации с использованием вероятностных вычислительных устройств В настоящее время в связи с достижениями научно-технического прогресса при проектировании вычислительных систем военного назначения предъявляются требования [6,7]:…”

Section: Introductionunclassified

About Possibilities of the Probabilistic Form of Information Representation in Military Computing Devices

Сапожников¹,

Zolotykh²,

Захаров³

2021

Intellekt. Sist. Proizv.

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At present, digital signal processing involves enormous amounts of computations with large-bit arrays, which are carried out in real time. In connection with the need to solve more and more complex problems, constantly growing requirements are imposed on the main parameters of digital processors (speed, reliability, power consumption, etc.), which determine the computing capabilities of systems with digital signal processing. In turn, the rapid development of microelectronics, its successes make it possible to create more and more high-performance computing systems, which makes it possible to solve more and more complex problems, including in the military sphere. The production of the latest information technology means is a technological task that can be solved exclusively by economically developed countries. Bringing domestic microelectronics to the current world level requires significant investments. Therefore, the study and research of discrete nodes and devices is of the direct practical importance. When developing promising computers, new technological approaches should be applied: minimizing power consumption, maintaining modularity and high computational density within a single node, creating high-speed data transmission with the lowest delays, creating an efficient storage system, and choosing the best types of memory. One of such possible approaches is the use of a non-positional form of information presentation in computing systems for national and military purposes. This gives a number of advantages, the main ones of which are: a decrease (by orders of magnitude) in the hardware volume of computing devices, an increase in the speed of calculations, an increase in the noise immunity of communication channels. To use the above method, it is proposed to include a probabilistic arithmetic device in the information processing device that performs basic arithmetic operations (addition, multiplication, exponentiation, subtraction, division), which are performed without the use of additional algorithms and mechanisms, in contrast to “classical" digital representation of binary information, where all operations are performed on the basis of the addition operation.

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Section: Introductionunclassified

About Possibilities of the Probabilistic Form of Information Representation in Military Computing Devices

Сапожников¹,

Zolotykh²,

Захаров³

2021

Intellekt. Sist. Proizv.

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Improving the accuracy of gamma radiation measurements in radiation monitoring

Moiseev

Lukina

2020

IOP Conf. Ser.: Earth Environ. Sci.

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The article suggests the use of unmanned vehicles for monitoring the radiation situation. The paper analyzes data on the radiation situation at nuclear power plants and identifies the main factors of external radiation exposure. It is shown that the existing means of measuring gamma radiation in real conditions have to be used in an extended energy range. To improve the measurement accuracy while simultaneously expanding the energy range of gamma radiation levels, a method is proposed for automatically compensating for additional error due to the energy dependence of the sensitivity over the entire measurement range in real time by introducing pre-calculated correction coefficients. Simulation of the proposed circuit design is performed.

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Algorithmization of processes for detecting vulnerabilities of UMV interfaces based on probabilistic automata

Skatkov

Bryukhovetsky

Moiseev

2021

IOP Conf. Ser.: Mater. Sci. Eng.

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The algorithmic approach based on the methods of adaptive intelligent technology for monitoring the state of objects of computer systems is considered. The approach is focused on the detection of changes in the state of controlled unmanned vehicle resources: communication channel, processor, memory. An adaptive model using the Bayesian classifier for assessing changes in the state of unmanned vehicle resources is presented. The model is based on a probabilistic automaton with adaptive self-tuning. The approach proposed in the article is focused on solving problems of detecting moments in time of changes in the state of controlled unmanned vehicle objects, which are resources: communication channel, processor, memory.

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Detecting changes simulation of the technological objects’ information states

Cited by 6 publications

References 3 publications

About Possibilities of the Probabilistic Form of Information Representation in Military Computing Devices

About Possibilities of the Probabilistic Form of Information Representation in Military Computing Devices

Improving the accuracy of gamma radiation measurements in radiation monitoring

Algorithmization of processes for detecting vulnerabilities of UMV interfaces based on probabilistic automata

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