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Books > Computing & IT > Applications of computing > Artificial intelligence

Current Progress in Artificial Intelligence (Hardcover): Mick Benson Current Progress in Artificial Intelligence (Hardcover)
Mick Benson
R3,230 R2,925 Discovery Miles 29 250 Save R305 (9%) Ships in 18 - 22 working days
Self-organizing Coalitions for Managing Complexity - Agent-based Simulation of Evolutionary Game Theory Models using Dynamic... Self-organizing Coalitions for Managing Complexity - Agent-based Simulation of Evolutionary Game Theory Models using Dynamic Social Networks for Interdisciplinary Applications (Hardcover, 1st ed. 2018)
Juan C. Burguillo
R4,763 Discovery Miles 47 630 Ships in 18 - 22 working days

This book provides an interdisciplinary approach to complexity, combining ideas from areas like complex networks, cellular automata, multi-agent systems, self-organization and game theory. The first part of the book provides an extensive introduction to these areas, while the second explores a range of research scenarios. Lastly, the book presents CellNet, a software framework that offers a hands-on approach to the scenarios described throughout the book. In light of the introductory chapters, the research chapters, and the CellNet simulating framework, this book can be used to teach undergraduate and master's students in disciplines like artificial intelligence, computer science, applied mathematics, economics and engineering. Moreover, the book will be particularly interesting for Ph.D. and postdoctoral researchers seeking a general perspective on how to design and create their own models.

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing (Hardcover):... Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing (Hardcover)
Narendra Kumar Kamila
R6,324 Discovery Miles 63 240 Ships in 18 - 22 working days

Whether an old photograph or a single video frame, there is a wealth of data hidden in a picture. Image processing and pattern analysis play a vital role in engineering science and can be applied in diverse areas to solve existing and practical problems. The Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing discusses the advances of image processing and pattern analysis and addresses how new innovations will cater to the demands of daily life. This handbook provides the resources necessary for technology developers, scientists, and policymakers to adopt and implement new inventions across the globe. The chapters presented in this publication encompass various aspects of recent image processing and pattern analysis innovations including, but not limited to, mobile image tracking, motion picture analysis, pattern classification, multisensory data fusion, 3D imaging, supporting routing protocols, brain computer interfaces, image restoration, and medical imaging.

Intelligence Integration in Distributed Knowledge Management (Hardcover): Dariusz Krol, Ngoc Thanh Nguyen Intelligence Integration in Distributed Knowledge Management (Hardcover)
Dariusz Krol, Ngoc Thanh Nguyen
R4,955 Discovery Miles 49 550 Ships in 18 - 22 working days

Intelligent methods are used in distributed environments in countless ways, with examples such as propagation, communication, collaboration, and cooperation. With the abundant purposes for intelligence in distributed systems, it is pertinent for researchers, technicians, and students in various areas of computer science to discover the most current and definitive advances in the field.""Intelligence Integration in Distributed Knowledge Management"" provides recent technologies and practices in intelligence for distributed systems, while covering major aspects of the agent based systems. This book is a must for those striving to enhance their understanding of distributed knowledge management and extend their ideas of cooperation using for numerous real-world problems.

Genetic Programming Theory and Practice XIV (Hardcover, 1st ed. 2018): Rick Riolo, Bill Worzel, Brian Goldman, Bill Tozier Genetic Programming Theory and Practice XIV (Hardcover, 1st ed. 2018)
Rick Riolo, Bill Worzel, Brian Goldman, Bill Tozier
R1,422 Discovery Miles 14 220 Ships in 18 - 22 working days

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Chapters in this volume include: Similarity-based Analysis of Population Dynamics in GP Performing Symbolic Regression Hybrid Structural and Behavioral Diversity Methods in GP Multi-Population Competitive Coevolution for Anticipation of Tax Evasion Evolving Artificial General Intelligence for Video Game Controllers A Detailed Analysis of a PushGP Run Linear Genomes for Structured Programs Neutrality, Robustness, and Evolvability in GP Local Search in GP PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification Relational Structure in Program Synthesis Problems with Analogical Reasoning An Evolutionary Algorithm for Big Data Multi-Class Classification Problems A Generic Framework for Building Dispersion Operators in the Semantic Space Assisting Asset Model Development with Evolutionary Augmentation Building Blocks of Machine Learning Pipelines for Initialization of a Data Science Automation Tool Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

Bodies/Machines (Hardcover, illustrated edition): Iwan Rhys Morus Bodies/Machines (Hardcover, illustrated edition)
Iwan Rhys Morus
R4,313 Discovery Miles 43 130 Ships in 10 - 15 working days

It is hard to believe that the pursuit of artificial intelligence is not a phenomenon of the twentieth century. For over three hundred years, the boundaries between bodies and machines - the natural and the artificial, the animate and the inanimate - have been passionately explored. These explorations, beginning in the seventeenth and eighteenth and increasing during the nineteenth century, have been all but forgotten, lost beneath the commotion of the modern day world. This book retrieves these lost histories, giving voice to the hopes, dreams, and fears of philosophers, medical practitioners, engineers, craftsmen and artisans who have all been fascinated by the interface between bodies and machines. The journey back in time unfolds with the mysterious advent of mechanical philosophies, which conceptualized the body and the surrounding world largely in terms of mechanistic interactions. These theories develop in intriguing directions and fuel experiments in such areas as material production and social punishment, spiritualism and mental health. From reanimating dead bodies with electricity, which led to the introduction of the electric chair, through to the use of machines to render 'hysterics' and the insane fit for reintroduction into society, this book conveys the dark truths behind our relationship with machines.This book is not only an exceptional contribution to the history of technology but also to contemporary debates about humans and machines.

Managing Knowledge with Artificial Intelligence - An Introduction with Guidelines for Nonspecialists (Hardcover): Kevin C... Managing Knowledge with Artificial Intelligence - An Introduction with Guidelines for Nonspecialists (Hardcover)
Kevin C Desouza
R2,806 R2,540 Discovery Miles 25 400 Save R266 (9%) Ships in 10 - 15 working days

In clear, readable language, consultant and researcher Kevin Desouza accomplishes an unlikely feat: explaining artificial intelligence to nonspecialists, in a way that experts will recognize and accept as correct and immediately applicable. Workers in knowledge management are relatively isolated from each other, businesspeople are still unconvinced that artificial intelligence has much to offer, and engineers creating the latest algorithm or device seldom consider its value for businesspeople--Desouza seeks to change all that.

He maintains that knowledge will be traded like physical goods, and that businesses must leverage knowledge resources within its organizations to survive in a highly competitive marketplace. Introducing us the concepts and significance of knowledge management, he shows that incorporating artificial intelligence computer-based techniques into business settings can provide truly significant gains in productivity. This book is among the first of its kind to provide a comprehensive one-stop guide to the basics of knowledge management, plus a lucid explanation of A.I., and how to use it in almost all types of organizational settings.

Theory of Practical Cellular Automaton (Hardcover, 1st ed. 2018): Xuewei Li, Jinpei Wu, Xueyan Li Theory of Practical Cellular Automaton (Hardcover, 1st ed. 2018)
Xuewei Li, Jinpei Wu, Xueyan Li
R4,994 Discovery Miles 49 940 Ships in 10 - 15 working days

This book addresses the intellectual foundations, function, modeling approaches and complexity of cellular automata; explores cellular automata in combination with genetic algorithms, neural networks and agents; and discusses the applications of cellular automata in economics, traffic and the spread of disease. Pursuing a blended approach between knowledge and philosophy, it assigns equal value to methods and applications.

Proceedings of 2018 Chinese Intelligent Systems Conference - Volume II (Hardcover, 1st ed. 2019): Yingmin Jia, Junping Du,... Proceedings of 2018 Chinese Intelligent Systems Conference - Volume II (Hardcover, 1st ed. 2019)
Yingmin Jia, Junping Du, Weicun Zhang
R5,329 Discovery Miles 53 290 Ships in 18 - 22 working days

These proceedings present selected research papers from CISC'18, held in Wenzhou, China. The topics include Multi-Agent Systems, Networked Control Systems, Intelligent Robots, Complex System Theory and Swarm Behavior, Event-Triggered Control and Data-Driven Control, Robust and Adaptive Control, Big Data and Brain Science, Process Control, Nonlinear and Variable Structure Control, Intelligent Sensor and Detection Technology, Deep learning and Learning Control Guidance, Navigation and Control of Flight Vehicles, and so on. Engineers and researchers from academia, industry, and government can get an insight view of the solutions combining ideas from multiple disciplines in the field of intelligent systems.

Complex Networks in Software, Knowledge, and Social Systems (Hardcover, 1st ed. 2019): Milos Savic, Mirjana Ivanovic, Lakhmi C.... Complex Networks in Software, Knowledge, and Social Systems (Hardcover, 1st ed. 2019)
Milos Savic, Mirjana Ivanovic, Lakhmi C. Jain
R4,423 R3,352 Discovery Miles 33 520 Save R1,071 (24%) Ships in 10 - 15 working days

This book provides a comprehensive review of complex networks from three different domains, presents novel methods for analyzing them, and highlights applications with accompanying case studies. Special emphasis is placed on three specific kinds of complex networks of high technological and scientific importance: software networks extracted from the source code of computer programs, ontology networks describing semantic web ontologies, and co-authorship networks reflecting collaboration in science. The book is primarily intended for researchers, teachers and students interested in complex networks and network data analysis. However, it will also be valuable for researchers dealing with software engineering, ontology engineering and scientometrics, as it demonstrates how complex network analysis can be used to address important research issues in these three disciplines.

Proceedings of PURPLE MOUNTAIN FORUM 2019-International Forum on Smart Grid Protection and Control - Volume II (Hardcover, 1st... Proceedings of PURPLE MOUNTAIN FORUM 2019-International Forum on Smart Grid Protection and Control - Volume II (Hardcover, 1st ed. 2020)
Yusheng Xue, Yuping Zheng, Saifur Rahman
R6,733 Discovery Miles 67 330 Ships in 18 - 22 working days

This book presents original, peer-reviewed research papers from the 4th Purple Mountain Forum -International Forum on Smart Grid Protection and Control (PMF2019-SGPC), held in Nanjing, China on August 17-18, 2019. Addressing the latest research hotspots in the power industry, such as renewable energy integration, flexible interconnection of large scale power grids, integrated energy system, and cyber physical power systems, the papers share the latest research findings and practical application examples of the new theories, methodologies and algorithms in these areas. As such book a valuable reference for researchers, engineers, and university students.

Services Computing for Language Resources (Hardcover, 1st ed. 2018): Yohei Murakami, Donghui Lin, Toru Ishida Services Computing for Language Resources (Hardcover, 1st ed. 2018)
Yohei Murakami, Donghui Lin, Toru Ishida
R2,647 R1,881 Discovery Miles 18 810 Save R766 (29%) Ships in 10 - 15 working days

Describing the technologies to combine language resources flexibly as web services, this book provides valuable case studies for those who work in services computing, language resources, human-computer interaction (HCI), computer-supported cooperative work (CSCW), and service science. The authors have been operating the Language Grid, which wraps existing language resources as atomic language services and enables users to compose new services by combining them. From architecture level to service composition level, the book explains how to resolve infrastructural and operational difficulties in sharing and combining language resources, including interoperability of language service infrastructures, various types of language service policies, human services, and service failures.The research based on the authors' operating experiences of handling complicated issues such as intellectual property and interoperability of language resources contributes to exploitation of language resources as a service. On the other hand, both the analysis based on using services and the design of new services can bring significant results. A new style of multilingual communication supported by language services is worthy of analysis in HCI/CSCW, and the design process of language services is the focus of valuable case studies in service science. By using language resources in different ways based on the Language Grid, many activities are highly regarded by diverse communities. This book consists of four parts: (1) two types of language service platforms to interconnect language services across service grids, (2) various language service composition technologies that improve the reusability, efficiency, and accuracy of composite services, (3) research work and activities in creating language resources and services, and (4) various applications and tools for understanding and designing language services that well support intercultural collaboration.

Amazon Transcribe Developer Guide (Hardcover): Documentation Team Amazon Transcribe Developer Guide (Hardcover)
Documentation Team
R881 Discovery Miles 8 810 Ships in 18 - 22 working days
Classical and Modern Controls with Microcontrollers - Design, Implementation and Applications (Hardcover, 1st ed. 2019): Ying... Classical and Modern Controls with Microcontrollers - Design, Implementation and Applications (Hardcover, 1st ed. 2019)
Ying Bai, Zvi S. Roth
R4,808 Discovery Miles 48 080 Ships in 18 - 22 working days

This book focuses on the design, implementation and applications of embedded systems and advanced industrial controls with microcontrollers. It combines classical and modern control theories as well as practical control programming codes to help readers learn control techniques easily and effectively. The book covers both linear and nonlinear control techniques to help readers understand modern control strategies. The author provides a detailed description of the practical considerations and applications in linear and nonlinear control systems. They concentrate on the ARM (R) Cortex (R)-M4 MCU system built by Texas Instruments (TM) called TM4C123GXL, in which two ARM (R) Cortex (R)-M4 MCUs, TM4C123GH6PM, are utilized. In order to help the reader develop and build application control software for a specified microcontroller unit. Readers can quickly develop and build their applications by using sample project codes provided in the book to access specified peripherals. The book enables readers to transfer from one interfacing protocol to another, even if they only have basic and fundamental understanding and basic knowledge of one interfacing function. Classical and Modern Controls with Microcontrollers is a powerful source of information for control and systems engineers looking to expand their programming knowledge of C, and of applications of embedded systems with microcontrollers. The book is a textbook for college students majored in CE, EE and ISE to learn and study classical and modern control technologies. The book can also be adopted as a reference book for professional programmers working in modern control fields or related to intelligent controls and embedded computing and applications. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Advanced Research on Biologically Inspired Cognitive Architectures (Hardcover): Jordi Vallverdu, Manuel Mazzara, Max Talanov,... Advanced Research on Biologically Inspired Cognitive Architectures (Hardcover)
Jordi Vallverdu, Manuel Mazzara, Max Talanov, Salvatore DiStefano
R4,880 Discovery Miles 48 800 Ships in 18 - 22 working days

There are many different approaches to understanding human consciousness. By conducting research to better understand various biological mechanisms, these can be redefined and utilized for technological purposes. Advanced Research on Biologically Inspired Cognitive Architectures is an essential reference source for the latest scholarly research on the biological elements of human cognition and examines the applications of consciousness within computing environments. Featuring exhaustive coverage on a broad range of innovative topics and perspectives, such as artificial intelligence, bio-robotics, and human-computer interaction, this publication is ideally designed for academics, researchers, professionals, graduate students, and practitioners seeking current research on the exploration of the intricacies of consciousness and different approaches of perception.

Evolution Continues - A Human-Computer Partnership (Hardcover): William Meisel Evolution Continues - A Human-Computer Partnership (Hardcover)
William Meisel
R583 Discovery Miles 5 830 Ships in 18 - 22 working days
Multi-Agent Systems: Design, Synthesis and Analysis (Hardcover): Alexa Dixon Multi-Agent Systems: Design, Synthesis and Analysis (Hardcover)
Alexa Dixon
R3,034 R2,747 Discovery Miles 27 470 Save R287 (9%) Ships in 18 - 22 working days
Playful Disruption of Digital Media (Hardcover, 1st ed. 2018): Daniel Cermak-Sassenrath Playful Disruption of Digital Media (Hardcover, 1st ed. 2018)
Daniel Cermak-Sassenrath
R2,691 Discovery Miles 26 910 Ships in 18 - 22 working days

This book starts with the proposition that digital media invite play and indeed need to be played by their everyday users. Play is probably one of the most visible and powerful ways to appropriate the digital world. The diverse, emerging practices of digital media appear to be essentially playful: Users are involved and active, produce form and content, spread, exchange and consume it, take risks, are conscious of their own goals and the possibilities of achieving them, are skilled and know how to acquire more skills. They share a perspective of can-do, a curiosity of what happens next? Play can be observed in social, economic, political, artistic, educational and criminal contexts and endeavours. It is employed as a (counter) strategy, for tacit or open resistance, as a method and productive practice, and something people do for fun. The book aims to define a particular contemporary attitude, a playful approach to media. It identifies some common ground and key principles in this novel terrain. Instead of looking at play and how it branches into different disciplines like business and education, the phenomenon of play in digital media is approached unconstrained by disciplinary boundaries. The contributions in this book provide a glimpse of a playful technological revolution that is a joyful celebration of possibilities that new media afford. This book is not a practical guide on how to hack a system or to pirate music, but provides critical insights into the unintended, artistic, fun, subversive, and sometimes dodgy applications of digital media. Contributions from Chris Crawford, Mathias Fuchs, Rilla Khaled, Sybille Lammes, Eva and Franco Mattes, Florian 'Floyd' Mueller, Michael Nitsche, Julian Oliver, and others cover and address topics such as reflective game design, identity and people's engagement in online media, conflicts and challenging opportunities for play, playing with cartographical interfaces, player-emergent production practices, the re-purposing of data, game creation as an educational approach, the ludification of society, the creation of meaning within and without play, the internalisation and subversion of roles through play, and the boundaries of play.

Spatial Polarization Characteristics of Radar Antenna - Analysis, Measurement and Anti-jamming Application (Hardcover, 1st ed.... Spatial Polarization Characteristics of Radar Antenna - Analysis, Measurement and Anti-jamming Application (Hardcover, 1st ed. 2019)
Huanyao Dai, Xuesong Wang, Hong Xie, Shun-Ping Xiao, Jia Luo
R4,638 Discovery Miles 46 380 Ships in 10 - 15 working days

This book presents novel research ideas and offers insights into radar system design, artificial intelligence and signal processing applications. Further, it proposes a new concept of antenna spatial polarization characteristics (SPC), suggesting that the antenna polarization is a function of the spatial direction and providing new ideas for radar signal processing (RSP) and anti-jamming. It also discusses the design of an advanced signal-processing algorithm, and proposes new polarimetric and anti-jamming methods using antenna inherent properties. The book helps readers discover the potential of radar information processing and improve its anti-interference and target identification ability. It is of interest to university researchers, radar engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms, and applications of RSP.

Social Media Data Extraction and Content Analysis (Hardcover): Shalin Hai-Jew Social Media Data Extraction and Content Analysis (Hardcover)
Shalin Hai-Jew
R5,728 Discovery Miles 57 280 Ships in 18 - 22 working days

In today's society, the utilization of social media platforms has become an abundant forum for individuals to post, share, tag, and, in some cases, overshare information about their daily lives. As significant amounts of data flood these venues, it has become necessary to find ways to collect and evaluate this information. Social Media Data Extraction and Content Analysis explores various social networking platforms and the technologies being utilized to gather and analyze information being posted to these venues. Highlighting emergent research, analytical techniques, and best practices in data extraction in global electronic culture, this publication is an essential reference source for researchers, academics, and professionals.

Energy Management-Collective and Computational Intelligence with Theory and Applications (Hardcover, 1st ed. 2018): Cengiz... Energy Management-Collective and Computational Intelligence with Theory and Applications (Hardcover, 1st ed. 2018)
Cengiz Kahraman, Gulgun Kayakutlu
R5,306 R4,985 Discovery Miles 49 850 Save R321 (6%) Ships in 10 - 15 working days

This book presents a selection of recently developed collective and computational intelligence techniques, which it subsequently applies to energy management problems ranging from performance analysis to economic analysis, and from strategic analysis to operational analysis, with didactic numerical examples. As a form of intelligence emerging from the collaboration and competition of individuals, collective and computational intelligence addresses new methodological, theoretical, and practical aspects of complex energy management problems. The book offers an excellent reference guide for practitioners, researchers, lecturers and postgraduate students pursuing research on intelligence in energy management. The contributing authors are recognized researchers in the energy research field.

Cognitive Multi-agent Systems - Structures, Strategies and Applications to Mobile Robotics and Robosoccer (Hardcover, 1st ed.... Cognitive Multi-agent Systems - Structures, Strategies and Applications to Mobile Robotics and Robosoccer (Hardcover, 1st ed. 2019)
Mikulas Hajduk, Marek Sukop, Matthias Haun
R3,094 Discovery Miles 30 940 Ships in 18 - 22 working days

The book describes an approach to the multi-agent systems (MAS) design for applications of robotic soccer in the MiroSot category. The described MAS is designed for dynamic, quickly changing environments, in which not only the actions of our MAS are observed, but also those of the opposing MAS. It actively tries to affect the environment to score goals faster than the opposing MAS. Multi-agent systems (MAS) are mostly applied in the environments in which they exist and act without an opposing system. The book also describes strategies based on a supervisor that makes decisions depending on behavior prediction of the opposing MAS and the ball movement in the working place. A sophisticated distribution of tasks was designed for each agent to cooperate in order score goals as fast as possible. Simultaneously, these agents try, by permitted means, to prevent the enemy agents from scoring goals. The approach described is an excellent guide to the constantly evolving abilities of mobile robotics, both for real-world applications, such as cooperation of multiple robots in life-saving activities, and for the steadily developing applications of mobile robots in various robotic competitions (e.g. Robocup, etc.). The book provides readers with high-level knowledge on how to design strategies and how to implement such systems, and the ideas presented enable them to further refine the approach utilizing the latest hardware and use it in new systems implementations of sophisticated intelligent engineering.

Soft Computing and Intelligent Systems - Theory and Applications (Hardcover): Madan M. Gupta Soft Computing and Intelligent Systems - Theory and Applications (Hardcover)
Madan M. Gupta; Edited by Naresh K. Sinha
R3,451 Discovery Miles 34 510 Ships in 10 - 15 working days

The field of soft computing is emerging from the cutting edge research over the last ten years devoted to fuzzy engineering and genetic algorithms. The subject is being called soft computing and computational intelligence. With acceptance of the research fundamentals in these important areas, the field is expanding into direct applications through engineering and systems science.
This book cover the fundamentals of this emerging filed, as well as direct applications and case studies. There is a need for practicing engineers, computer scientists, and system scientists to directly apply "fuzzy" engineering into a wide array of devices and systems.

Research Developments in Computer Vision and Image Processing - Methodologies and Applications (Hardcover, New): Rajeev... Research Developments in Computer Vision and Image Processing - Methodologies and Applications (Hardcover, New)
Rajeev Srivastava, S.K. Singh, K.K. Shukla
R4,981 Discovery Miles 49 810 Ships in 18 - 22 working days

Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Development of Navigation Technology for Flight Safety (Hardcover, 1st ed. 2020): Baburov S.V., Bestugin A.R., Galyamov A.M.,... Development of Navigation Technology for Flight Safety (Hardcover, 1st ed. 2020)
Baburov S.V., Bestugin A.R., Galyamov A.M., Sauta O.I., Shatrakov Y.G.
R3,124 Discovery Miles 31 240 Ships in 18 - 22 working days

This book highlights practical solutions for flight safety improvement techniques, which are currently the focus of the International Civil Aviation Organization (ICAO). It has become clear that, in order to rapidly and significantly improve flight safety, the integrated use of new aeronautical technologies is called for. Considering the size of the aviation fleet, its constant growth and the long service lives of aircraft, new technologies should be adapted both to cutting-edge air navigation systems and to those that have been used for over a decade. Concretely, the book discusses methodological approaches to the construction of ground and on-board avionics that make it possible to achieve improved flight safety using innovative new methods. The proposed approaches are illustrated with real-world examples of e.g. satellite-based navigation systems and enhanced ground proximity warning systems. The book is written for professionals involved in the development of avionics systems, as well as students, researchers and experts in the field of radiolocation, radio navigation and air traffic control, the book will support the development and modeling of radio technical complexes, as well as the analysis of complex radio technical systems.

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