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The Impact of Heterogeneity on Network Resource Allocation Process for Managing Education in Real Time

The Impact of Heterogeneity on Network Resource Allocation P...

引用

systems of signals generating and processing in the field of on board communications

作者： Tammam Z. Dawood Artwell R. Muzata Mikhail S. Stepanov Ghanshyam Singh Margarita G. Kanishcheva Moscow Technical University of Communications and Informatics Moscow Russia Department of Electrical and Electronic Engineering Science University of Johannesburg Johannesburg South Africa

ISBN: (数字)9798331532635

ISBN: (纸本)9798331532642

The use of technology in education has increased In recent years, especially after the emergence of the COVID-19 pandemic and the trend towards digital learning. Solutions such as e-learning, blended learning, and game-based learning are being used. Virtual Reality (VR) and Augmented Reality (AR) can help significantly change the style of education towards making it more interesting, useful, and possible. Of course, this type of application requires specific traffic characteristics that must be taken into account when allocating resources in the network in order to obtain an acceptable quality of service. The article provides a numerical study of the influence of the heterogeneity property on the characteristics of the joint servicing of information flows of various types in modern networks. To conduct the study, a generalized mathematical model of a network access node is used, and parameters and characteristics are discussed.

关键词： Solid modeling Pandemics Education Process control Quality of service Real-time systems Mathematical models Telecommunications Resource management Augmented reality

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Artificial Intelligence for Cyber Security Goals

Artificial Intelligence for Cyber Security Goals

引用

systems of signals generating and processing in the field of on board communications

作者： D. F. Amirov ITCOM Group of Companies Moscow Technical University of Communications and Informatics Moscow Russia

This paper aims at the interconnection between cyber security and artificial intelligence systems. In modern parlance, artificial intelligence systems are machine learning systems, the interpretation sometimes narrowed further to artificial neural networks. While machine learning increasingly penetrates into various spheres of information technology application, its intersection with cyber security is naturally to occur. The problem is that this intersection cannot be described by any single model. Combination of artificial intelligence and cyber security has a wide range of application. The common factor is obviously the use of machine learning techniques, but the objectives as well as the results achieved to date differ a lot. For example, with machine learning used to detect attacks and intrusions, real progress is made if compared to previous approaches; however, attacks on machine learning systems themselves cannot be combated by the system protection. The classification of models for applying machine learning to cyber security is the focus of this paper.

关键词： Graphics Machine learning Artificial neural networks Data models Real-time systems Security Computer crime

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Monitoring of RF-field Strength in the Environment by Mobile Telecommunications in the Moscow

Monitoring of RF-Field Strength in the Environment by Mobile...

引用

systems of signals generating and processing in the field of on board communications

作者： A. A. Yelizarov D. M. Ikonnikova A. I. Katsnelson P. I. Gromova D. S. Ilyanova National Research University «Higher School of Economics» Moscow Russia

The growing popularity and use of the wireless Internet of Things and cyber-physical systems increase the demand for "green" technologies in the field of mobile telecommunications. To be completely wireless, such devices need an integrated RF energy harvesting system that ensures efficient recharging of the batteries and accumulators used in them. This article provides an assessment of the coverage areas of mobile operators in Moscow and the Moscow region by the frequency ranges used, taking into account the power distribution. An experimental study of the RF-field strength of telecommunication equipment was carried out using a log periodic antenna (KM6-600/6000) with linear polarization and a portable spectrum analyzer with an Arinst SSA-TG R2 tracking generator. The results of attenuation of electromagnetic waves of GSM and Wi-Fi bands under various environmental conditions are obtained, which is of interest for the development of effective intelligent harvesting systems.

关键词： Radio frequency GSM Electromagnetic scattering Power distribution Mobile antennas Attenuation Generators

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Analysis of Explainable Artificial Intelligence Methods in Security Information and Event Management systems

Analysis of Explainable Artificial Intelligence Methods in S...

引用

systems of signals generating and processing in the field of on board communications

作者： Elena V. Bulgakova Pavel A. Vasilevskiy Daniil S. Doynikov Alexander N. Kubankov Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (数字)9798331532635

ISBN: (纸本)9798331532642

The present article engages with the ongoing discourse surrounding the implementation of artificial intelligence and explainable artificial intelligence within the domain of information security systems. In the context of escalating cyber threats and mounting data volumes, conventional defense methodologies are proving to be inadequate. Consequently, the integration of artificial intelligence has emerged as a pivotal strategy to enhance the efficacy of threat detection and response processes. The article delves into the intricacies of explainability in artificial intelligence decision-making, exploring explainable artificial intelligence techniques such as local interpretable model-agnostic explanations, shapley additive explanations, gradient-weighted class activation mapping, and layer-wise relevance propagation. These techniques facilitate a more profound comprehension of the rationale behind artificial intelligence models' decisions, thereby enhancing the interpretability of these models. The discourse further encompasses the trade-offs between the accuracy and explainability of artificial intelligence models, along with their potential applications in security information management systems to enhance the efficiency and quality of incident analysis. The integration of explainable artificial intelligence into information security systems has the potential to enhance user confidence in artificial intelligence technologies and optimize human-machine interaction.

关键词： Human computer interaction Accuracy Explainable AI Information security Organizations Threat assessment Reliability Protection Viruses (medical) Context modeling

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Prospects of Implementation of Automated Monitoring systems, Transportation Forecasting and Robotic Municipal Solid Waste Sorting Points

Prospects of Implementation of Automated Monitoring Systems,...

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2021 systems of signals generating and processing in the field of on board communications, SOSG 2021

作者： Chantieva, M.E. Dzhabrailov, Kh.A. Gematudinov, R.A. Suvorov, D.N. Lygin, P.A. Moscow Technical University of Communications and Informatics Moscow Russia Moscow Russia

ISBN: (纸本)9780738130897

The article presents the current problems related to optimization of MSW (municipal solid waste) transportation and sorting. The relevance of this topic in the modern world is at the highest level, the amount of garbage is growing, and territories are limited, which leads to the issue of waste recycling. One of the modern technologies for automation of waste recycling plants was considered. And also, the economic aspect of processing, with the possibility of excluding a person from the process of monitoring the performance of the technological process. © 2021 IEEE.

关键词： Recycling

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Multi-Band Bandpass Microstrip Filters Based on Two Codirectional Hairpin Resonators

Multi-Band Bandpass Microstrip Filters Based on Two Codirect...

引用

systems of signals generating and processing in the field of on board communications

作者： G. M. Aristarkhov I. N. Kirillov O. V. Arinin A. V. Markovskiy A. D. Doronina Moscow Technical University of Communications and Informatics Moscow Russia

In this paper, we study the frequency properties of structures based on two multistep codirectional hairpin resonators, which provide the possibility to realize one-, two-, tri-, and four-band filters under certain conditions. The authors show that these two-resonator filters have increased frequency selectivity due to the formation by them of a significant number of working attenuation poles, which are four times greater than the number of resonators in the filter. For these structures, topological differences are determined, and the mechanisms of formation of their frequency characteristics are studied. The article shows that the considered two-resonator structures combine compactness, increased frequency selectivity, and reduced loss level.

关键词： Band-pass filters Microstrip filters Time-frequency analysis Microstrip resonators Resonator filters Resonant frequency Attenuation

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Attenuation of Laser Radiation in Wireless Underwater Laser Communication Channel Considering Transition between Media

Attenuation of Laser Radiation in Wireless Underwater Laser ...

引用

systems of signals generating and processing in the field of on board communications

作者： P. A. Titovets M. O. Fedyuk A. A. Smolskii N. E. Miroshnikova Moscow Technical University of Communications and Informatics Moscow Russia

A series of experiments was carried out to measure the attenuation of laser radiation for four wavelengths of visible wavelength range on routes of different lengths in a water medium on the installation. The aim of the work was to estimate the loss of optical power of lasers in a water medium, taking into account the transition between media. In both cases, losses caused by transitions of laser radiation between different media (air-glass-water) were taken into account. Obtained experimental data was compared with two mathematical models for calculating the attenuation of the optical signal power in a wireless underwater laser communication channel. The data showed the need to refine mathematical models for pure fresh water.

关键词： Wireless communication Power lasers Measurement by laser beam Optical attenuators Communication channels Media Laser modes

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Content Delivery Network for E-Learning Based on Enterprise Service Bus

Content Delivery Network for E-Learning Based on Enterprise ...

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systems of signals generating and processing in the field of on board communications

作者： Alexey Prokurovsky Natalia Toutova Iliya Andreev Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (数字)9798331532635

ISBN: (纸本)9798331532642

Learning management systems are an important element of the educational process, providing students with a variety of educational material and giving teachers the opportunity to monitor students' knowledge and assess their progress. However, an increase in the number of students leads to the growth of the load on data transmission channels, which can negatively affect the quality of education. To solve this problem, content delivery networks are used, which speed up the loading of web resources and reduce the workload on servers. An enterprise service bus can significantly improve the performance of content distribution algorithms in a content delivery network. It is especially useful in distance learning, where fast and reliable delivery of educational material, feedback, performance analytics and other functions are required. In this work the features and benefits of using an integration bus to optimize content delivery network operation within learning management systems are discussed. The results of experiments using the content delivery network with an algorithm for optimizing content delivery based on the integration bus 1C:Bus are presented. It is shown that the average time of content distribution across network nodes is reduced by 25%. Implementation of an integration data bus in a distance learning system can significantly improve the efficiency and quality of the educational process.

关键词： Learning management systems Electronic learning Content distribution networks Loading Education Materials reliability HTTP Servers Monitoring Information systems

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Possibilities of Using the Architecture of Neural Networks "Transformer" in Transport Engineering

Possibilities of Using the Architecture of Neural Networks "...

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systems of signals generating and processing in the field of on board communications

作者： A. V. Tarasova R. A. Gematudinov M. E. Yahimovich P. A. Selezneva Kh. A. Dzhabrailov Department "Automation of Production Processes" Moscow Automobile and Road Construction State Technical University (MADI) Moscow Russia Moscow Technical University of Communications and Informatics Moscow Russia

The development of industry increasingly requires intelligent automation, while automation includes neural network technologies. This article discusses neural network technologies, the use of which can significantly improve the quality and automation. Today, many neural networks perform various highly specialized tasks, the greatest interest for the tasks of transport engineering may be the expansion of multimodality and versatility to solve various tasks. Computer vision is of the greatest interest, and NLP (Natural language processing) can also be included here. The scientific novelty of this work lies in the consideration of machine learning methods for solving many problems of transport engineering and the study of the possible future of these neural networks. The study examines modern architectures and their practical application in the field of transport engineering

关键词： Intelligent automation Industries Computer vision Neural networks Computer architecture Machine learning Transformers

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Ensuring the Safety of an Autonomous Object, Taking Into Account the Movement of Other Road Users

Ensuring the Safety of an Autonomous Object, Taking Into Acc...

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systems of signals generating and processing in the field of on board communications

作者： Z. V. Ilyichenkova S. M. Ivanova A. I. Volkov A. Yu. Ermakova MIREA - Russian Technological University Moscow Russia Moscow Technical University of Communications and Informatics Moscow Russia

The article is devoted to modeling a subsystem to ensure the safe movement of an autonomous object. The influence of other vehicles on safety is considered. To determine the position of various traffic participants, it is proposed to predict their position after a certain time interval. Vehicle location data can be obtained from local sensors. Global positioning is used when building a route for an autonomous object. To ensure the processing of large amounts of data, it is proposed to use neural networks. They can perform real-time calculations, which is important for autonomous operation. A combination of neural networks is used to predict the position of objects and to select a safe trajectory. This makes it possible to take into account the possible exit of vehicles moving along the sidewalk onto the carriageway. The simulation was carried out in the C# programming language

关键词： Computer languages Roads Neural networks Buildings Real-time systems Safety Trajectory

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