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Electronic Warfare and Artificial Intelligence

Electronic Warfare and Artificial Intelligence
Author: Nicolae Sfetcu
Publisher: MultiMedia Publishing
Total Pages: 60
Release: 2024-05-20
Genre: Computers
ISBN: 6060338429

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Electronic warfare is a critical component of modern military operations and has undergone significant advances in recent years. This book provides an overview of electronic warfare, its historical development, key components, and its role in contemporary conflict scenarios. It also discusses emerging trends and challenges in electronic warfare and its contemporary relevance in an era of advanced technology and cyber threats, emphasizing the need for continued research and development in this area. The book explores the burgeoning intersection of artificial intelligence and electronic warfare, highlighting the evolving landscape of modern conflicts and the implications of integrating advanced technologies. The multifaceted roles of artificial intelligence in electronic warfare are highlighted, examining its potential advantages, ethical considerations, and challenges associated with its integration. CONTENTS: Abstract Abbreviations Introduction - Electronic warfare - - Definitions - - Historical development - - The key components - - - Electronic attack (EA) - - - Electronic protection - - - Electronic support - Techniques and tactics - EW systems - - Radar - Relationship of EW to other combat capabilities - - Cyber electronic warfare - The main competitors - - US - - China - - Russia - - NATO - - European Union - Challenges and trends - Asymmetric warfare Artificial intelligence - The historical background of electronic warfare - The role of artificial intelligence in electronic warfare - - Specific applications - AI techniques - - Machine learning - - Fuzzy systems - - Genetic algorithm - Trends - Challenges and risks - - Ethical considerations - Cognitive EW Conclusion Bibliography DOI: 10.58679/MM14430


Cognitive Electronic Warfare: An Artificial Intelligence Approach

Cognitive Electronic Warfare: An Artificial Intelligence Approach
Author: Karen Haigh
Publisher: Artech House
Total Pages: 288
Release: 2021-07-31
Genre: Technology & Engineering
ISBN: 1630818127

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This comprehensive book gives an overview of how cognitive systems and artificial intelligence (AI) can be used in electronic warfare (EW). Readers will learn how EW systems respond more quickly and effectively to battlefield conditions where sophisticated radars and spectrum congestion put a high priority on EW systems that can characterize and classify novel waveforms, discern intent, and devise and test countermeasures. Specific techniques are covered for optimizing a cognitive EW system as well as evaluating its ability to learn new information in real time. The book presents AI for electronic support (ES), including characterization, classification, patterns of life, and intent recognition. Optimization techniques, including temporal tradeoffs and distributed optimization challenges are also discussed. The issues concerning real-time in-mission machine learning and suggests some approaches to address this important challenge are presented and described. The book covers electronic battle management, data management, and knowledge sharing. Evaluation approaches, including how to show that a machine learning system can learn how to handle novel environments, are also discussed. Written by experts with first-hand experience in AI-based EW, this is the first book on in-mission real-time learning and optimization.


An Introduction to Electronic Warfare; from the First Jamming to Machine Learning Techniques

An Introduction to Electronic Warfare; from the First Jamming to Machine Learning Techniques
Author: Chi-Hao Cheng
Publisher: CRC Press
Total Pages: 188
Release: 2022-09-01
Genre: Education
ISBN: 1000795586

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Since its creation at the beginning of World II, radars have forever transformed the practice of modern warfare. The evolution of countermeasure conducted by electronic warfare systems against radars and radars’ corresponding counter countermeasures is an intriguing technical subject. This book provides a very accessible introduction to a broad range of radar and electronic warfare technologies. The subjects covered in this book range from early radar development to later technologies such as stealthy techniques, low probability of intercept radar, and machine learning. Historical events are used to illustrate the principles of electronic warfare and to help readers to apprehend contexts under which radars and corresponding electronic warfare techniques were developed.


Cognitive Electronic Warfare: An Artificial Intelligence Approach

Cognitive Electronic Warfare: An Artificial Intelligence Approach
Author: Karen Zita Haigh
Publisher: Artech House Publishers
Total Pages: 0
Release: 2021
Genre: Technology & Engineering
ISBN: 9781630818111

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This comprehensive book gives an overview of how cognitive systems and artificial intelligence (AI) can be used in electronic warfare (EW). Readers will learn how EW systems respond more quickly and effectively to battlefield conditions where sophisticated radars and spectrum congestion put a high priority on EW systems that can characterize and classify novel waveforms, discern intent, and devise and test countermeasures. Specific techniques are covered for optimizing a cognitive EW system as well as evaluating its ability to learn new information in real time. The book presents AI for electronic support (ES), including characterization, classification, patterns of life, and intent recognition. Optimization techniques, including temporal tradeoffs and distributed optimization challenges are also discussed. The issues concerning real-time in-mission machine learning and suggests some approaches to address this important challenge are presented and described. The book covers electronic battle management, data management, and knowledge sharing. Evaluation approaches, including how to show that a machine learning system can learn how to handle novel environments, are also discussed. Written by experts with first-hand experience in AI-based EW, this is the first book on in-mission real-time learning and optimization.


AI at War

AI at War
Author: Sam J Tangredi
Publisher: Naval Institute Press
Total Pages: 343
Release: 2021-03-15
Genre: Political Science
ISBN: 1682476340

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Artificial intelligence (AI) may be the most beneficial technological development of the twenty-first century.Media hype and raised expectations for results, however, have clouded understanding of the true nature of AI—including its limitations and potential. AI at War provides a balanced and practical understanding of applying AI to national security and warfighting professionals as well as a wide array of other readers. Although the themes and findings of the chapters are relevant across the U.S. Department of Defense, to include all Services, the Joint Staff and defense agencies as well as allied and partner ministries of defense, this book is a case study of warfighting functions in the Naval Services—the U.S. Navy and U.S. Marine Corps. Sam J. Tangredi and George Galdorisi bring together over thirty experts, ranging from former DOD officials and retired flag officers to scientists and active duty junior officers. These contributors present views on a vast spectrum of subjects pertaining to the implementation of AI in modern warfare, including strategy, policy, doctrine, weapons, and ethical concerns.


AI for Digital Warfare

AI for Digital Warfare
Author: Niklas Hageback
Publisher:
Total Pages: 178
Release: 2021
Genre: Artificial intelligence
ISBN: 9781032048703

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What is artificial intelligence? What can artificial intelligence do for warfare? What do I need to know about AI for warfare? AI for Digital Warfare explores how the weaponizing of artificial intelligence can and will change how warfare is being conducted, and what impact it will have on the corporate world. With artificial intelligence tools becoming increasingly advanced, and in many cases more humanlike, their potential in psychological warfare are being recognized, which means digital warfare can move beyond just shutting down IT systems into more all-encompassing hybrid war strategies.


AI for Digital Warfare

AI for Digital Warfare
Author: Niklas Hageback
Publisher: CRC Press
Total Pages: 185
Release: 2021-08-16
Genre: Computers
ISBN: 1000422143

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AI for Digital Warfare explores how the weaponising of artificial intelligence can and will change how warfare is being conducted, and what impact it will have on the corporate world. With artificial intelligence tools becoming increasingly advanced, and in many cases more humanlike, their potential in psychological warfare is being recognised, which means digital warfare can move beyond just shutting down IT systems into more all-encompassing hybrid war strategies.


Introduction to Electronic Defense Systems

Introduction to Electronic Defense Systems
Author: Filippo Neri
Publisher: SciTech Publishing
Total Pages: 644
Release: 2006
Genre: Technology & Engineering
ISBN: 1891121499

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This revised edition surveys sophisticated electronic warfare systems with the latest technological advances. New material covers current radar techniques, with the latest in IR techniques, and EW weapons systems and defense equipment. It also includes an introduction to Information Operations and Information Warfare.


EW 101

EW 101
Author: David Adamy
Publisher: Artech House
Total Pages: 338
Release: 2001
Genre: Technology & Engineering
ISBN: 1580531695

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This popular series of tutorials, featured over a period of years in the Journal of Electronic Defense, is now available in a single volume. Organized into chapters with new introductory and supplementary material from the author, you get clear, concise and well-illustrated examinations of critical topics such as antenna parameters, receiver sensitivity, processing tasks, and search strategies, LPI signals, jamming, communication links, and simulation. The chapters define key terms and explain how and why particular technologies are relevant to electronic defense. Detailed charts, diagrams and formulas give you the practical knowledge you need to apply specific techniques in the field.


EW 105: Space Electronic Warfare

EW 105: Space Electronic Warfare
Author: David L. Adamy
Publisher: Artech House
Total Pages: 230
Release: 2021-01-31
Genre: Technology & Engineering
ISBN: 1630818356

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The fifth book in the bestselling Artech House EW 100 series explores electronic warfare (EW) in space. Practical problems – including intercept and jamming of hostile signals transmitted from the Earth’s surface and the vulnerability of satellite links to attack from the Earth’s surface are discussed. Spherical trigonometry is covered to provide the background necessary to understand the scope of satellite problems. Orbit mechanics, specifically the way the Earth and its satellites revolve around one another, is also explained. The basics of radio propagation and how it applies to communications Electronic Warfare are demonstrated, as well as the special considerations that apply to radio transmission to and from an Earth satellite. Satellite links and link vulnerability are discussed. Readers learn how to calculate the distance over which a satellite can view as a function of its orbital parameters, how long the satellite can see that point, and the frequency shift in signals received by the satellite or an Earth based receiver. EW applications of orbit mechanics, satellite links, radio propagation and link vulnerability. Written by an expert in the field, this book is useful for technical and non-technical professionals.