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Books > Professional & Technical > Electronics & communications engineering > Electronics engineering

Integrated Circuits/Microchips (Hardcover): Kim Ho Yeap, Jonathan Javier Sayago Hoyos Integrated Circuits/Microchips (Hardcover)
Kim Ho Yeap, Jonathan Javier Sayago Hoyos
R3,086 Discovery Miles 30 860 Ships in 18 - 22 working days
Next-Generation ADCs, High-Performance Power Management, and Technology Considerations for Advanced Integrated Circuits -... Next-Generation ADCs, High-Performance Power Management, and Technology Considerations for Advanced Integrated Circuits - Advances in Analog Circuit Design 2019 (Hardcover, 1st ed. 2020)
Andrea Baschirotto, Pieter Harpe, Kofi A. A. Makinwa
R3,145 Discovery Miles 31 450 Ships in 18 - 22 working days

This book is based on the 18 tutorials presented during the 28th workshop on Advances in Analog Circuit Design. Expert designers present readers with information about a variety of topics at the frontier of analog circuit design, including next-generation analog-to-digital converters , high-performance power management systems and technology considerations for advanced IC design. For anyone involved in analog circuit research and development, this book will be a valuable summary of the state-of-the-art in these areas. Provides a summary of the state-of-the-art in analog circuit design, written by experts from industry and academia; Presents material in a tutorial-based format; Includes coverage of next-generation analog-to-digital converters, high-performance power management systems, and technology considerations for advanced IC design.

Simplified Design of Data Converters (Paperback): John Lenk Simplified Design of Data Converters (Paperback)
John Lenk
R1,163 Discovery Miles 11 630 Ships in 10 - 15 working days

Simplified Design of Data Converters shows how to design and experiment with data converters, both analog-to-digital and digital to analog. The design approach here is the same one used in all of John Lenk's best-selling books on simplified and practical design. Throughout the book, design problems start with guidelines for selecting all components on a trial-value basis, assuming a specific design goal and set of conditions. Then, using the guideline values in experimental circuits, the desired results are produced by varying the experimental component values, if needed.
If you are a working engineer responsible for designing data-converters circuits, or selecting IC data converters, the variety of circuit configurations described here should generally simplify your task. Not only does the book describe converter-circuit designs, but it also covers the most popular forms of data-converter ICs available. Throughout the book, you will find a wealth of information on data-converter ICs and related components.
For all skill levels.
Tells how to design and build data-converter circuits from scratch.

Photonics: Devices, Systems and Sensors (Hardcover): Juan Landers Photonics: Devices, Systems and Sensors (Hardcover)
Juan Landers
R3,074 R2,786 Discovery Miles 27 860 Save R288 (9%) Ships in 18 - 22 working days
Advances in Hybridization of Intelligent Methods - Models, Systems and Applications (Hardcover, 1st ed. 2018): Ioannis... Advances in Hybridization of Intelligent Methods - Models, Systems and Applications (Hardcover, 1st ed. 2018)
Ioannis Hatzilygeroudis, Vasile Palade
R3,236 Discovery Miles 32 360 Ships in 18 - 22 working days

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016. The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.

System Dependability Evaluation Including S-dependency and Uncertainty - Model-Driven Dependability Analyses (Hardcover, 1st... System Dependability Evaluation Including S-dependency and Uncertainty - Model-Driven Dependability Analyses (Hardcover, 1st ed. 2018)
Hans-Dieter Kochs
R4,048 R3,518 Discovery Miles 35 180 Save R530 (13%) Ships in 10 - 15 working days

The book focuses on system dependability modeling and calculation, considering the impact of s-dependency and uncertainty. The best suited approaches for practical system dependability modeling and calculation, (1) the minimal cut approach, (2) the Markov process approach, and (3) the Markov minimal cut approach as a combination of (1) and (2) are described in detail and applied to several examples. The stringently used Boolean logic during the whole development process of the approaches is the key for the combination of the approaches on a common basis. For large and complex systems, efficient approximation approaches, e.g. the probable Markov path approach, have been developed, which can take into account s-dependencies be-tween components of complex system structures. A comprehensive analysis of aleatory uncertainty (due to randomness) and epistemic uncertainty (due to lack of knowledge), and their combination, developed on the basis of basic reliability indices and evaluated with the Monte Carlo simulation method, has been carried out. The uncertainty impact on system dependability is investigated and discussed using several examples with different levels of difficulty. The applications cover a wide variety of large and complex (real-world) systems. Actual state-of-the-art definitions of terms of the IEC 60050-192:2015 standard, as well as the dependability indices, are used uniformly in all six chapters of the book.

Synthesis and Characterisation of Non-Fullerene Electron Acceptors for Organic Photovoltaics (Hardcover, 1st ed. 2018): Sarah... Synthesis and Characterisation of Non-Fullerene Electron Acceptors for Organic Photovoltaics (Hardcover, 1st ed. 2018)
Sarah Holliday
R2,653 Discovery Miles 26 530 Ships in 18 - 22 working days

This book reports on the design, synthesis and characterization of new small molecule electron acceptors for polymer solar cells. Starting with a detailed introduction to the science behind polymer solar cells, the author then goes on to review the challenges and advances made in developing non-fullerene acceptors so far. In the main body of the book, the author describes the design principles and synthetic strategy for a new family of acceptors, including detailed synthetic procedures and molecular modeling data used to predict physical properties. An indepth characterization of the photovoltaic performance, with transient absorption spectroscopy (TAS), photo-induced charge extraction, and grazing incidence X-ray diffraction (GIXRD) is also included, and the author uses this data to relate material properties and device performance. This book provides a useful overview for researchers beginning a project in this or related areas.

Tensor Network States and Effective Particles for Low-Dimensional Quantum Spin Systems (Hardcover, 1st ed. 2017): Laurens... Tensor Network States and Effective Particles for Low-Dimensional Quantum Spin Systems (Hardcover, 1st ed. 2017)
Laurens Vanderstraeten
R3,978 Discovery Miles 39 780 Ships in 10 - 15 working days

This thesis develops new techniques for simulating the low-energy behaviour of quantum spin systems in one and two dimensions. Combining these developments, it subsequently uses the formalism of tensor network states to derive an effective particle description for one- and two-dimensional spin systems that exhibit strong quantum correlations. These techniques arise from the combination of two themes in many-particle physics: (i) the concept of quasiparticles as the effective low-energy degrees of freedom in a condensed-matter system, and (ii) entanglement as the characteristic feature for describing quantum phases of matter. Whereas the former gave rise to the use of effective field theories for understanding many-particle systems, the latter led to the development of tensor network states as a description of the entanglement distribution in quantum low-energy states.

Motion Control of Biomimetic Swimming Robots (Hardcover, 1st ed. 2020): Junzhi Yu, Min Tan Motion Control of Biomimetic Swimming Robots (Hardcover, 1st ed. 2020)
Junzhi Yu, Min Tan
R3,791 Discovery Miles 37 910 Ships in 18 - 22 working days

This book reports on the latest advances in the study of motion control in biomimetic swimming robots with high speed and high manoeuvrability. It presents state-of-the-art studies on various swimming robots including robotic fish, dolphins and jellyfish in a unified framework, and discusses the potential benefits of applying biomimetic underwater propulsion to autonomous underwater vehicle design, such as: speed, energy economy, enhanced manoeuvrability, and reduced detectability. Given its scope, the book will be of interest to researchers, engineers and graduate students in robotics and ocean engineering who wish to learn about the core principles, methods, algorithms, and applications of biomimetic underwater robots.

VLSI Design and Test for Systems Dependability (Hardcover, 1st ed. 2019): Shojiro Asai VLSI Design and Test for Systems Dependability (Hardcover, 1st ed. 2019)
Shojiro Asai
R5,999 Discovery Miles 59 990 Ships in 18 - 22 working days

This book discusses the new roles that the VLSI (very-large-scale integration of semiconductor circuits) is taking for the safe, secure, and dependable design and operation of electronic systems. The book consists of three parts. Part I, as a general introduction to this vital topic, describes how electronic systems are designed and tested with particular emphasis on dependability engineering, where the simultaneous assessment of the detrimental outcome of failures and cost of their containment is made. This section also describes the related research project "Dependable VLSI Systems," in which the editor and authors of the book were involved for 8 years. Part II addresses various threats to the dependability of VLSIs as key systems components, including time-dependent degradations, variations in device characteristics, ionizing radiation, electromagnetic interference, design errors, and tampering, with discussion of technologies to counter those threats. Part III elaborates on the design and test technologies for dependability in such applications as control of robots and vehicles, data processing, and storage in a cloud environment and heterogeneous wireless telecommunications. This book is intended to be used as a reference for engineers who work on the design and testing of VLSI systems with particular attention to dependability. It can be used as a textbook in graduate courses as well. Readers interested in dependable systems from social and industrial-economic perspectives will also benefit from the discussions in this book.

Proceedings of 2017 Chinese Intelligent Systems Conference - Volume I (Hardcover, 1st ed. 2018): Yingmin Jia, Junping Du,... Proceedings of 2017 Chinese Intelligent Systems Conference - Volume I (Hardcover, 1st ed. 2018)
Yingmin Jia, Junping Du, Weicun Zhang
R5,305 Discovery Miles 53 050 Ships in 18 - 22 working days

This book presents selected research papers from CISC'17, held in MudanJiang, China. The topics covered include Multi-agent system, Evolutionary Computation, Artificial Intelligence, Complex systems, Computation intelligence and soft computing, Intelligent control, Advanced control technology, Robotics and applications, Intelligent information processing, Iterative learning control, Machine Learning, and etc. Engineers and researchers from academia, industry, and government can gain valuable insights into solutions combining ideas from multiple disciplines in the field of intelligent systems.

Bio-Inspired Collaborative Intelligent Control and Optimization (Hardcover, 1st ed. 2018): Yongsheng Ding, Lei Chen, Kuangrong... Bio-Inspired Collaborative Intelligent Control and Optimization (Hardcover, 1st ed. 2018)
Yongsheng Ding, Lei Chen, Kuangrong Hao
R4,890 Discovery Miles 48 900 Ships in 10 - 15 working days

This book presents state-of-the-art research advances in the field of biologically inspired cooperative control theories and their applications. It describes various biologically inspired cooperative control and optimization approaches and highlights real-world examples in complex industrial processes. Multidisciplinary in nature and closely integrating theory and practice, the book will be of interest to all university researchers, control engineers and graduate students in intelligent systems and control who wish to learn the core principles, methods, algorithms, and applications.

Applications of Sliding Mode Control in Science and Engineering (Hardcover, 1st ed. 2017): Sundarapandian Vaidyanathan,... Applications of Sliding Mode Control in Science and Engineering (Hardcover, 1st ed. 2017)
Sundarapandian Vaidyanathan, Chang-Hua Lien
R4,671 R3,600 Discovery Miles 36 000 Save R1,071 (23%) Ships in 10 - 15 working days

Gathering 20 chapters contributed by respected experts, this book reports on the latest advances in and applications of sliding mode control in science and engineering. The respective chapters address applications of sliding mode control in the broad areas of chaos theory, robotics, electrical engineering, physics, chemical engineering, memristors, mechanical engineering, environmental engineering, finance, and biology. Special emphasis has been given to papers that offer practical solutions, and which examine design and modeling involving new types of sliding mode control such as higher order sliding mode control, terminal sliding mode control, super-twisting sliding mode control, and integral sliding mode control. This book serves as a unique reference guide to sliding mode control and its recent applications for graduate students and researchers with a basic knowledge of electrical and control systems engineering.

Real-Time Quantum Dynamics of Electron-Phonon Systems (Hardcover, 1st ed. 2018): Valerio Rizzi Real-Time Quantum Dynamics of Electron-Phonon Systems (Hardcover, 1st ed. 2018)
Valerio Rizzi
R2,655 Discovery Miles 26 550 Ships in 18 - 22 working days

This book develops a methodology for the real-time coupled quantum dynamics of electrons and phonons in nanostructures, both isolated structures and those open to an environment. It then applies this technique to both fundamental and practical problems that are relevant, in particular, to nanodevice physics, laser-matter interaction, and radiation damage in living tissue. The interaction between electrons and atomic vibrations (phonons) is an example of how a process at the heart of quantum dynamics can impact our everyday lives. This is e.g. how electrical current generates heat, making your toaster work. It is also a key process behind many crucial problems down to the atomic and molecular scale, such as the functionality of nanoscale electronic devices, the relaxation of photo-excited systems, the energetics of systems under irradiation, and thermoelectric effects. Electron-phonon interactions represent a difficult many-body problem. Fairly standard techniques are available for tackling cases in which one of the two subsystems can be treated as a steady-state bath for the other, but determining the simultaneous coupled dynamics of the two poses a real challenge. This book tackles precisely this problem.

Introduction to Linear Control Systems (Paperback): Yazdan Bavafa-Toosi Introduction to Linear Control Systems (Paperback)
Yazdan Bavafa-Toosi
R3,733 R3,487 Discovery Miles 34 870 Save R246 (7%) Ships in 10 - 15 working days

Introduction to Linear Control Systems is designed as a standard introduction to linear control systems for all those who one way or another deal with control systems. It can be used as a comprehensive up-to-date textbook for a one-semester 3-credit undergraduate course on linear control systems as the first course on this topic at university. This includes the faculties of electrical engineering, mechanical engineering, aerospace engineering, chemical and petroleum engineering, industrial engineering, civil engineering, bio-engineering, economics, mathematics, physics, management and social sciences, etc. The book covers foundations of linear control systems, their raison detre, different types, modelling, representations, computations, stability concepts, tools for time-domain and frequency-domain analysis and synthesis, and fundamental limitations, with an emphasis on frequency-domain methods. Every chapter includes a part on further readings where more advanced topics and pertinent references are introduced for further studies. The presentation is theoretically firm, contemporary, and self-contained. Appendices cover Laplace transform and differential equations, dynamics, MATLAB and SIMULINK, treatise on stability concepts and tools, treatise on Routh-Hurwitz method, random optimization techniques as well as convex and non-convex problems, and sample midterm and endterm exams. The book is divided to the sequel 3 parts plus appendices. PART I: In this part of the book, chapters 1-5, we present foundations of linear control systems. This includes: the introduction to control systems, their raison detre, their different types, modelling of control systems, different methods for their representation and fundamental computations, basic stability concepts and tools for both analysis and design, basic time domain analysis and design details, and the root locus as a stability analysis and synthesis tool. PART II: In this part of the book, Chapters 6-9, we present what is generally referred to as the frequency domain methods. This refers to the experiment of applying a sinusoidal input to the system and studying its output. There are basically three different methods for representation and studying of the data of the aforementioned frequency response experiment: these are the Nyquist plot, the Bode diagram, and the Krohn-Manger-Nichols chart. We study these methods in details. We learn that the output is also a sinusoid with the same frequency but generally with different phase and magnitude. By dividing the output by the input we obtain the so-called sinusoidal or frequency transfer function of the system which is the same as the transfer function when the Laplace variable s is substituted with . Finally we use the Bode diagram for the design process. PART III: In this part, Chapter 10, we introduce some miscellaneous advanced topics under the theme fundamental limitations which should be included in this undergraduate course at least in an introductory level. We make bridges between some seemingly disparate aspects of a control system and theoretically complement the previously studied subjects. Appendices: The book contains seven appendices. Appendix A is on the Laplace transform and differential equations. Appendix B is an introduction to dynamics. Appendix C is an introduction to MATLAB, including SIMULINK. Appendix D is a survey on stability concepts and tools. A glossary and road map of the available stability concepts and tests is provided which is missing even in the research literature. Appendix E is a survey on the Routh-Hurwitz method, also missing in the literature. Appendix F is an introduction to random optimization techniques and convex and non-convex problems. Finally, appendix G presents sample midterm and endterm exams, which are class-tested several times.

Advances in Imaging and Electron Physics, Volume 204 (Hardcover): Peter W. Hawkes Advances in Imaging and Electron Physics, Volume 204 (Hardcover)
Peter W. Hawkes
R5,232 Discovery Miles 52 320 Ships in 10 - 15 working days

Advances in Imaging and Electron Physics, Volume 204, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains.

Flexible Manufacturing Systems: Recent Developments, Volume 23 (Hardcover): A. Raouf, M. Ben-Daya Flexible Manufacturing Systems: Recent Developments, Volume 23 (Hardcover)
A. Raouf, M. Ben-Daya
R4,417 Discovery Miles 44 170 Ships in 10 - 15 working days

Flexible Manufacturing Systems (FMS) involve substituting machines capable of performing a wide and redefinable variety of tasks for machines dedicated to the performance of specific tasks. FMS can also be programmed to handle new products, thus extending the machines' life cycles. Thus they represent a change from "standardized goods produced by customized machines" to "customized goods produced by standardized machines." This volume contains new and updated material in this field, and will be of great interest to researchers, managers and students concerned with problems related to flexible manufacturing systems.

Basic Electric Circuit Theory - A One-Semester Text (Hardcover): Isaak D. Mayergoyz, W. Lawson Basic Electric Circuit Theory - A One-Semester Text (Hardcover)
Isaak D. Mayergoyz, W. Lawson
R2,353 Discovery Miles 23 530 Ships in 10 - 15 working days

This is the only book on the market that has been conceived and deliberately written as a one-semester text on basic electric circuit theory. As such, this book employs a novel approach to the exposition of the material in which phasors and ac steady-state analysis are introduced at the beginning. This allows one to use phasors in the discussion of transients excited by ac sources, which makes the presentation of transients more comprehensive and meaningful. Furthermore, the machinery of phasors paves the road to the introduction of transfer functions, which are then used in the analysis of transients and the discussion of Bode plots and filters. Another salient feature of the text is the consolidation into one chapter of the material concerned with dependent sources and operational amplifiers. Dependent sources are introduced as linear models for transistors on the basis of small signal analysis. In the text, PSpice simulations are prominently featured to reinforce the basic material and understanding of circuit analysis.
Key Features
* Designed as a comprehensive one-semester text in basic circuit theory
* Features early introduction of phasors and ac steady-state analysis
* Covers the application of phasors and ac steady-state analysis
* Consolidates the material on dependent sources and operational amplifiers
* Places emphasis on connections between circuit theory and other areas in electrical engineering
* Includes PSpice tutorials and examples
* Introduces the design of active filters
* Includes problems at the end of every chapter
* Priced well below similar books designed for year-long courses

Encyclopedia of Optical Fiber Technology: Volume VI (Advanced Researches) (Hardcover): Marko Silver Encyclopedia of Optical Fiber Technology: Volume VI (Advanced Researches) (Hardcover)
Marko Silver
R2,377 Discovery Miles 23 770 Ships in 10 - 15 working days
Handbook of Microelectromechanical Systems (Hardcover): Eve Versuh Handbook of Microelectromechanical Systems (Hardcover)
Eve Versuh
R2,380 Discovery Miles 23 800 Ships in 10 - 15 working days
Active Disturbance Rejection Control of Dynamic Systems - A Flatness Based Approach (Paperback): Hebertt Sira-Ramirez, Alberto... Active Disturbance Rejection Control of Dynamic Systems - A Flatness Based Approach (Paperback)
Hebertt Sira-Ramirez, Alberto Luviano Juarez, Mario Ramirez-Neria, Eric William Zurita-Bustamante
R2,853 Discovery Miles 28 530 Ships in 10 - 15 working days

Active Disturbance Rejection Control of Dynamic Systems: A Flatness Based Approach describes the linear control of uncertain nonlinear systems. The net result is a practical controller design that is simple and surprisingly robust, one that also guarantees convergence to small neighborhoods of desired equilibria or tracking errors that are as close to zero as desired. This methodology differs from current robust feedback controllers characterized by either complex matrix manipulations, complex parameter adaptation schemes and, in other cases, induced high frequency noises through the classical chattering phenomenon. The approach contains many of the cornerstones, or philosophical features, of Model Free Control and ADRC, while exploiting flatness and GPI control in an efficient manner for linear, nonlinear, mono-variable and multivariable systems, including those exhibiting inputs delays. The book contains successful experimental laboratory case studies of diverse engineering problems, especially those relating to mechanical, electro-mechanical, robotics, mobile robotics and power electronics systems.

Optical Physics: Advanced Techniques and Applications (Hardcover): Vladimir Latinovic Optical Physics: Advanced Techniques and Applications (Hardcover)
Vladimir Latinovic
R2,972 R2,699 Discovery Miles 26 990 Save R273 (9%) Ships in 18 - 22 working days
PLD Based Design with VHDL - RTL Design, Synthesis and Implementation (Hardcover, 1st ed. 2017): Vaibbhav Taraate PLD Based Design with VHDL - RTL Design, Synthesis and Implementation (Hardcover, 1st ed. 2017)
Vaibbhav Taraate
R5,819 Discovery Miles 58 190 Ships in 10 - 15 working days

This book covers basic fundamentals of logic design and advanced RTL design concepts using VHDL. The book is organized to describe both simple and complex RTL design scenarios using VHDL. It gives practical information on the issues in ASIC prototyping using FPGAs, design challenges and how to overcome practical issues and concerns. It describes how to write an efficient RTL code using VHDL and how to improve the design performance. The design guidelines by using VHDL are also explained with the practical examples in this book. The book also covers the ALTERA and XILINX FPGA architecture and the design flow for the PLDs. The contents of this book will be useful to students, researchers, and professionals working in hardware design and optimization. The book can also be used as a text for graduate and professional development courses.

Fault Tolerant Architectures for Cryptography and Hardware Security (Hardcover, 1st ed. 2018): Sikhar Patranabis, Debdeep... Fault Tolerant Architectures for Cryptography and Hardware Security (Hardcover, 1st ed. 2018)
Sikhar Patranabis, Debdeep Mukhopadhyay
R3,802 Discovery Miles 38 020 Ships in 18 - 22 working days

This book uses motivating examples and real-life attack scenarios to introduce readers to the general concept of fault attacks in cryptography. It offers insights into how the fault tolerance theories developed in the book can actually be implemented, with a particular focus on a wide spectrum of fault models and practical fault injection techniques, ranging from simple, low-cost techniques to high-end equipment-based methods. It then individually examines fault attack vulnerabilities in symmetric, asymmetric and authenticated encryption systems. This is followed by extensive coverage of countermeasure techniques and fault tolerant architectures that attempt to thwart such vulnerabilities. Lastly, it presents a case study of a comprehensive FPGA-based fault tolerant architecture for AES-128, which brings together of a number of the fault tolerance techniques presented. It concludes with a discussion on how fault tolerance can be combined with side channel security to achieve protection against implementation-based attacks. The text is supported by illustrative diagrams, algorithms, tables and diagrams presenting real-world experimental results.

Proceedings of 14th International Conference on Electromechanics and Robotics "Zavalishin's Readings" - ER(ZR) 2019,... Proceedings of 14th International Conference on Electromechanics and Robotics "Zavalishin's Readings" - ER(ZR) 2019, Kursk, Russia, 17 - 20 April 2019 (Hardcover, 1st ed. 2020)
Andrey Ronzhin, Vladislav Shishlakov
R5,310 Discovery Miles 53 100 Ships in 18 - 22 working days

This book features selected papers presented at the 14th International Conference on Electromechanics and Robotics 'Zavalishin's Readings' - ER(ZR) 2019, held in Kursk, Russia, on April 17-20, 2019. The contributions, written by professionals, researchers and students, cover topics in the field of automatic control systems, electromechanics, electric power engineering and electrical engineering, mechatronics, robotics, automation and vibration technologies. The Zavalishin's Readings conference was established as a tribute to the memory of Dmitry Aleksandrovich Zavalishin (1900-1968) - a Russian scientist, corresponding member of the USSR Academy of Sciences, and founder of the school of valve energy converters based on electric machines and valve converters energy. The first conference was organized by the Institute of Innovative Technologies in Electromechanics and Robotics at the Saint Petersburg State University of Aerospace Instrumentation in 2006. The 2019 conference was held with the XIII International Scientific and Technical Conference "Vibration 2019", and was organized by Saint Petersburg State University of Aerospace Instrumentation (SUAI), Saint Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) and the Southwest State University (SWSU) in with cooperation Russian Foundation for Basic Research (project No. 19-08-20021).

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