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Machine Learning Algorithms Based on Variations of the Least Squares Method for Power Amplifier Distortion Compensation

Machine Learning Algorithms Based on Variations of the Least...

引用

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

作者： Komarov, Igor V. Gorgadze, Svetlana F. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

Variants of indirect learning based on the Least Squares Method (LSM) and the Recursive Least Squares Method (RLSM) are considered for digital predistortion of nonlinear distortions in complex composite signals with high peak-toaverage power ratios in power amplifiers. The advantage of the recursive algorithm is identified, providing approximately 9 dB lower levels of spurious out-of-band emissions for the amplified complex signal compared to the simple least squares algorithm. It is shown that for the polynomial model of the power amplifier used in the study, the recursive algorithm requires approximately 700 times more elementary mathematical operations to achieve the most efficient compensation of signal nonlinearities than the least squares algorithm. © 2025 IEEE.

关键词： Nonlinear distortion

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Modeling of Blockchain systems in Internet of Things Networks

Modeling of Blockchain Systems in Internet of Things Network...

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

作者： Slyadnikov, Pavel Toutova, Natalia Erokhin, Andrei Frolova, Elena Vanina, Margarita Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

Blockchain technologies, due to their properties of decentralization, data immutability and cryptographic security, offer a promising solution for IoT networks. However, storing data in a blockchain may not always meet real-time requirements. When designing IoT networks that use blockchain for data storage, it is necessary to evaluate the probabilistic and temporal characteristics of the blockchain, such as the time of block formation and transaction confirmation. The paper proposes a queuing model for a blockchain network with the Proof of Work consensus algorithm. It is modeled as a closed queuing network with a complex dialogue structure between participants. The model could be used to design a blockchain for IoT systems that accounts for network characteristics and blockchain operation parameters. © 2025 IEEE.

关键词： Decentralized systems

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Dolby Surround Sound Applications in DRM Digital Radio Broadcasting

Dolby Surround Sound Applications in DRM Digital Radio Broad...

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

作者： Varlamov, O.V. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The technical feasibility of using Dolby Stereo/Dolby Surround sound technologies to improve music programs perception in the Digital Radio Mondiale (DRM) digital radio broadcasting system in the low (LF), medium (MF) and high (HF) frequency ranges is considered. The technical feasibility of this proposal is shown in the 'stereo' and 'parametric stereo' modes when broadcasting in the 9/10 kHz frequency bandwidth in the transmission mode 'A' with 64QAM modulation and protection levels '1', '2' and '3' (in the LF and MF ranges), and in the transmission mode 'B' with 64QAM modulation and protection levels '2' or '3' - in stable HF range channels with 10 kHz frequency bandwidth. © 2025 IEEE.

关键词： Stereophonic broadcasting

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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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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...

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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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Investigation of Using Frank Sequences Sossibility in C-OChDM

Investigation of Using Frank Sequences Sossibility in C-OChD...

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

作者： Kazadaev, Lev M. Ryumshin, Konstantin Yu. Sattarova, Angela I. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

Currently, due to the rapid development of the Internet of Things, the growth in the number of devices requiring code division leads to a shortage of orthogonal code sequences to meet the needs of communication systems. This article proposes to use quantized Frank sequences for orthogonal code division of subscribers in the orthogonal code-chirp division multiplexing technology to expand the ensemble of code sequences for dividing devices. In the orthogonal code-chirp division multiplexing technology, the code sequences of subscribers divided by the ensemble are transmitted on a set of frequency subchannels with a linear-frequency carrier frequency. The comparative effect of quantized Frank sequences on the noise immunity of such a communication system is analyzed on the bit error rate dependencies. © 2025 IEEE.

关键词： Bit error rate

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Intelligent System for Diagnostics and Detection of External Vehicle Damages

Intelligent System for Diagnostics and Detection of External...

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

作者： Polyantseva, Ksenia Gaponenko, Sergei Sergeev, Andrei Kharrasov, Kamil Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

In this paper, an approach to detecting vehicle damage using deep learning and computer vision methods is presented. The aim of the study is to develop an automated system for identifying various types of external damage to vehicles, such as scratches, dents, and cracks, to enhance damage assessment speed and reduce costs. The YOLOv10 model is employed for damage detection, utilizing both the CarDD dataset and a custom dataset created from the vehicle fleet of a large ecommerce company, containing annotated images of vehicles with diverse defect types. The study includes a comparative analysis of different model configurations and the effectiveness of various neural network formats. The proposed system architecture integrates the trained model, providing reliable and efficient detection of external vehicle damage. © 2025 IEEE.

关键词： Intelligent systems

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Jagerman Approximation of Erlang Processes in On-board Computing systems Models

Jagerman Approximation of Erlang Processes in On-Board Compu...

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

作者： Erokhin, Andrei G. Vanina, Margarita F. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798331532635

The design of on-board computer systems associates with a large number of calculations and the implementation of complex algorithms. Analytical and simulation models develop for this purpose. These models must take into account a significant number of factors, which include environmental influences, load fluctuations, and others. Queuing theory methods widely uses in modeling on-board computer systems. Queuing network models may be either open or closed. It becomes possible to take into account the network users operation technology when calculating the characteristics of this a model in the latter case. It is necessary to use special software or develop your own programs using algorithmic programming languages in any case. The processes taking place in on-board computer networks describes by the Erlang processes. Software implementation of it has been has quite complicated for a long time. In 1974 Jagerman develops a fast algorithm that implemented Erlang formula however. This paper provides examples of models and programs that allow you calculate the characteristics of on-board computer systems with a complex structure of user dialogue based on the Jagerman algorithm and Brown method for solution of nonlinear equations. © 2025 IEEE.

关键词： Queueing theory

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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...

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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 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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