Cognitive Electronic Warfare An Artificial Intelligence Approach

Author : Karen Zita Haigh
Publisher : Artech House Publishers
ISBN 13 : 9781630818111
Total Pages : 0 pages
Book Rating : 4.19/5 ( download)

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Download or read book Cognitive Electronic Warfare: An Artificial Intelligence Approach written by Karen Zita Haigh and published by Artech House Publishers. This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Karen Haigh
Publisher : Artech House
ISBN 13 : 1630818127
Total Pages : 288 pages
Book Rating : 4.28/5 ( download)

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Download or read book Cognitive Electronic Warfare: An Artificial Intelligence Approach written by Karen Haigh and published by Artech House. This book was released on 2021-07-31 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Nicolae Sfetcu
Publisher : MultiMedia Publishing
ISBN 13 : 6060338429
Total Pages : 60 pages
Book Rating : 4.20/5 ( download)

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Download or read book Electronic Warfare and Artificial Intelligence written by Nicolae Sfetcu and published by MultiMedia Publishing. This book was released on 2024-05-20 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Martha Whitesmith
Publisher : Edinburgh University Press
ISBN 13 : 1474466362
Total Pages : 304 pages
Book Rating : 4.63/5 ( download)

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Download or read book Cognitive Bias in Intelligence Analysis written by Martha Whitesmith and published by Edinburgh University Press. This book was released on 2020-09-21 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book critiques the reliance of Western intelligence agencies on the use of a method for intelligence analysis developed by the CIA in the 1990s, the Analysis of Competing Hypotheses (ACH).

Author : Chi-Hao Cheng
Publisher : CRC Press
ISBN 13 : 1000795586
Total Pages : 188 pages
Book Rating : 4.85/5 ( download)

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Download or read book An Introduction to Electronic Warfare; from the First Jamming to Machine Learning Techniques written by Chi-Hao Cheng and published by CRC Press. This book was released on 2022-09-01 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : D. Curtis Schleher
Publisher : Artech House Radar Library (Ha
ISBN 13 : 9780890065266
Total Pages : 0 pages
Book Rating : 4.68/5 ( download)

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Download or read book Electronic Warfare in the Information Age written by D. Curtis Schleher and published by Artech House Radar Library (Ha. This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here's an advanced practitioner's guide to the latest concepts and threats associated with modern electronic warfare (EW). This new book identifies and explains the newest radar and communications threats, and provides EW and radar engineers, managers, and technical professionals with practical, "how-to" information on designing and implementing ECM and ECCM systems.

Author : David Adamy
Publisher : Artech House
ISBN 13 : 1580531695
Total Pages : 308 pages
Book Rating : 4.96/5 ( download)

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Download or read book EW 101 written by David Adamy and published by Artech House. This book was released on 2001 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : James Johnson
Publisher : Manchester University Press
ISBN 13 : 9781526179081
Total Pages : 0 pages
Book Rating : 4.83/5 ( download)

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Download or read book Artificial Intelligence and the Future of Warfare written by James Johnson and published by Manchester University Press. This book was released on 2024-08-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence and the future of warfare sketches a clear and sobering picture of the potential impact of artificial intelligence (AI) on the digitized battlefield, broadening our understanding of critical questions facing decisions-makers today.

Author : Virginia Dignum
Publisher : Springer Nature
ISBN 13 : 3030303713
Total Pages : 127 pages
Book Rating : 4.16/5 ( download)

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Download or read book Responsible Artificial Intelligence written by Virginia Dignum and published by Springer Nature. This book was released on 2019-11-04 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.

Author : William F. Lawless
Publisher : Springer Nature
ISBN 13 : 3030772837
Total Pages : 566 pages
Book Rating : 4.33/5 ( download)

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Download or read book Systems Engineering and Artificial Intelligence written by William F. Lawless and published by Springer Nature. This book was released on 2021-11-02 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intelligence (AI), machine learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine teams—where the machines may have varying degrees of autonomy due to the sophistication of their embedded AI/ML. The chapters not only describe what has been learned, but also raise questions that must be answered to further advance the general Science of Autonomy. The science of how humans and machines operate as a team requires insights from, among others, disciplines such as the social sciences, national and international jurisprudence, ethics and policy, and sociology and psychology. The social sciences inform how context is constructed, how trust is affected when humans and machines depend upon each other and how human-machine teams need a shared language of explanation. National and international jurisprudence determine legal responsibilities of non-trivial human-machine failures, ethical standards shape global policy, and sociology provides a basis for understanding team norms across cultures. Insights from psychology may help us to understand the negative impact on humans if AI/ML based machines begin to outperform their human teammates and consequently diminish their value or importance. This book invites professionals and the curious alike to witness a new frontier open as the Science of Autonomy emerges.