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On Improving the Efficiency of the Technical Vision System of the Robotics Complex

On Improving the Efficiency of the Technical Vision System o...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Bezumnov, D.N. Chirov, D.S. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

One of the most important elements of the groundbased robotic complex is the vision system. Taking into account the requirements for increasing the autonomy of robotic complexes, an important function of a robotic complex is the detection and recognition of objects in the field of view. The article is devoted to solving the problem of increasing the efficiency of object recognition by the vision system due to the integration of heterogeneous information: optical and radar images. A convolutional neural network was used as a recognition device. It is shown that the integration of information makes it possible to increase the efficiency of the technical vision system of the robotic complex by 38-43%. © 2025 IEEE.

关键词： Convolutional neural networks

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Development of an Effective Method for Detecting Abnormal Situations in Transport Based on Driver Speech Analysis

Development of an Effective Method for Detecting Abnormal Si...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Lapin, Viktor Timchuk, Andrey Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The paper considers the main applications of audio analysis in transportation. Machine learning techniques for the task of audio analysis, such as automatic speech recognition and keyword spotting, have been compared for the task of the driver speech analysis. The main causes of accidents in automobiles have been considered. Using a specially collected dataset, a keyword spotting model has been trained to find keywords related to abnormal situations in the vehicle in the audio stream. An evaluation of the quality and efficiency of the developed model was performed. Based on the obtained data, the main research directions in the field of driver assistance systems using machine learning audio analysis methods were identified. © 2025 IEEE.

关键词： Speech analysis

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Scientific and Methodological Support for the Interoperability of Intelligent Transport systems

Scientific and Methodological Support for the Interoperabili...

引用

2024 systems of signals generating and processing in the field of on board communications, SOSG 2024

作者： Drogovoz, V.A. Pashkov, A.A. Federal Research Center "Computer Science and Control" the Russian Academy of Sciences Moscow Russia Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798350383614

The main trends in the development of intelligent transport systems are considered. It is shown that the relevance of the problem of interoperability is increasing in the context of digital transformation of the transport industry. One approach to ensuring interoperability is open systems technology and functional standardization. Methodological approaches to localizing interoperability barriers for further optimization are considered and problems are formulated that can be solved using fuzzy logic calculation algorithms. ©2024 IEEE.

关键词： Standardization

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Effective Methods of Assessing Students' Knowledge in the field of Electrical Engineering: Traditional and Innovative Approaches

Effective Methods of Assessing Students' Knowledge in the Fi...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Frank, Irina A. Salutina, Tatyana Y. Platunina, Galina P. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

This article discusses effective methods for assessing students' knowledge in the field of electrical engineering, with an emphasis on traditional and innovative approaches. With the rapid development of technology and changing requirements for educational standards, it is important to find a balance between classical assessment methods such as exams and tests, and modern approaches, including project assignments, interactive tests and portfolios. The article analyzes the advantages and disadvantages of each method, as well as their impact on students' motivation and academic performance. Special attention is paid to the introduction of digital technologies into the assessment process, which allows for a more accurate reflection of the level of knowledge and skills of students. The results of the study can be useful for both teachers and educational institutions seeking to improve the quality of education in the field of electrical engineering. © 2025 IEEE.

关键词： Educational technology

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The Influence of Economic Factors on the Choice of Educational Trajectories in the field of Electronic Engineering

The Influence of Economic Factors on the Choice of Education...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Platunina, Galina P. Salutina, Tatyana Y. Frank, Irina A. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

This article examines the influence of various economic factors on the choice of educational trajectories of students in the field of electronic engineering. The elements such as the salary level, the demand for specialists in this field, as well as changes in economic policy and financing of education influence the preferences of students and their decisions about further studies are analyzed. The focus is on the relationship between economic conditions and educational choices, as well as the possible consequences for trained professionals and the industry as a whole. The article emphasizes the importance of taking into account economic factors when developing educational programs aimed at the development of electronic engineering. © 2025 IEEE.

关键词： adaptive strategie career choice economic factors educational programs educational trajectories electronic engineering labor market

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The Impact of Technological Progress on the Competencies of Electronics, Radio Engineering, communications and ICT Specialists

The Impact of Technological Progress on the Competencies of ...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Kuzovkova, Tatyana A. Kuzovkov, Alexander D. Sharavova, Olga I. Sharavov, Ivan M. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The development strategy of the electronics industry and the high rates of scientific and technological progress in electronics, radio engineering, communications and ICT require the formation of new competencies of technical specialists who meet the requirements of a new technological order. The article is devoted to substantiating the need to modernize higher engineering education due to the impact of the nature of technological progress, the principles of the recent industrial revolutions, the transition to the latest generations of mobile communications, promising markets for electronic products, as well as the use of new learning tools and technologies, including the gamification method. The objectives, formats and procedures for conducting classes in the form of game situations for the implementation of promising competence indicators for electronics, radio engineering, communications and ICT specialists have been defined. © 2025 IEEE.

关键词： Gamification

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Analysis of Software Necessary Possibilities and Development for Scientific Assessment Process Automation and Students Creative Potential as a Factor in Increasing the Educational Process Efficiency

Analysis of Software Necessary Possibilities and Development...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Smirnov, S.A. Makarov, A.V. Savchenko, E.V. Moscow Technical University of Communications and Informatics Volga-Vyatka Branch Nizhniy Novgorod Russia

ISBN: (纸本)9798331532635

The application of information technologies to the process of evaluating the scientific and creative potential of students opens up new prospects and wide opportunities to increase the effectiveness of the educational process. The use of the developed software allows not only to evaluate the scientific and creative potential, but also the leadership qualities of students, which in turn will allow teaching staff to increase students' interest in the academic discipline, as well as develop their abilities to successfully master other academic disciplines. © 2025 IEEE.

关键词： Software quality

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Motion Planning of the Industrial Manipulator in the Target Space

Motion Planning of the Industrial Manipulator in the Target ...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Smolnikov, V.A. Voronova, L.I. Mohammad, Nawar Faesal Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The paper deals with the features of motion planning of the KUKA KR4 R600 industrial robot manipulator in the target space of the robot cell. The results of automated generation of a training data set for the neural network model of the manipulator control system are presented. An analysis of the different types of motion characteristic of typical robot manipulators PTP, LIN, CIRC and SPLINE and a software implementation of the calculation of the direct kinematics of the manipulator has been carried out. The obtained results can be applied to the tasks of autonomous control of industrial robots and increasing their stability to external constraints. © 2025 IEEE.

关键词： Motion planning

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Analysis of Existing Attacks on the Data Transmission Channel Between the Unmanned Aerial Vehicles and the Control Center

Analysis of Existing Attacks on the Data Transmission Channe...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Vovik, Victoria S. Vovik, Andrey G. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The paper analyzes existing threats aimed at the data transmission channel between unmanned aerial vehicles (UAVs) and control centers (CC). Threats, the implementation of which has the greatest destructive impact, including interception, substitution, and denial of service, are identified. During the analysis, threats, attack mechanisms, potential information security risks, and information protection methods are structured. Based on the results of the work, practical recommendations are proposed to improve the security of the data transmission channel between UAVs and CC, and promising areas for future research in this area are highlighted. © 2025 IEEE.

关键词： Unmanned aerial vehicles (UAV)

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Methodological Support for the Development of Professional Competencies of Students and Graduates in Telecommunication Specialties in the field of Project Management

Methodological Support for the Development of Professional C...

引用

2025 systems of signals generating and processing in the field of on board communications, SOSG 2025

作者： Kukharenko, E.G. Kukharenko, A.M. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The aim of the research is to improve the methodological support for the development of professional competencies in project management among students specializing in telecommunications and employees of telecommunication companies. The educational and methodological material has been prepared based on an analysis of the current state, dynamics, and trends in the development of telecommunications, a study of the features of ongoing telecommunication projects, and a comparative analysis of modern methodological approaches to project management and their application by telecommunication companies. The research resulted in a training and methodological complex for developing professional competencies of students and graduates specializing in telecommunications in the field of engineering and IT project management. The bank of cases, business games, and practical tasks developed by the authors ensures that students gain practical skills. The study is aimed at improving the quality of the educational process of training specialists for the telecommunications industry. © 2025 IEEE.

关键词： Telecommunication industry

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