Cognitive Electronic Warfare An Artificial Intelligence Approach

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Cognitive Electronic Warfare: An Artificial Intelligence Approach

Karen Zita Haigh,Julia Andrusenko
Cognitive Electronic Warfare An Artificial Intelligence Approach Book PDF

Author : Karen Zita Haigh,Julia Andrusenko
Publisher : Artech House Publishers
Page : 0 pages
File Size : 53,6 Mb
Release : 2021
Category : Technology & Engineering
ISBN : 1630818119

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Cognitive Electronic Warfare: An Artificial Intelligence Approach by Karen Zita Haigh,Julia Andrusenko Pdf

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.

Cognitive Electronic Warfare: An Artificial Intelligence Approach

Karen Haigh,Julia Andrusenko
Cognitive Electronic Warfare An Artificial Intelligence Approach Book PDF

Author : Karen Haigh,Julia Andrusenko
Publisher : Artech House
Page : 288 pages
File Size : 49,7 Mb
Release : 2021-07-31
Category : Technology & Engineering
ISBN : 9781630818128

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Cognitive Electronic Warfare: An Artificial Intelligence Approach by Karen Haigh,Julia Andrusenko Pdf

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.

Electronic Warfare and Artificial Intelligence

Nicolae Sfetcu
Electronic Warfare and Artificial Intelligence Book PDF

Author : Nicolae Sfetcu
Publisher : MultiMedia Publishing
Page : 60 pages
File Size : 49,8 Mb
Release : 2024-05-20
Category : Computers
ISBN : 9786060338420

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Electronic Warfare and Artificial Intelligence by Nicolae Sfetcu Pdf

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

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

Chi-Hao Cheng,James Tsui
An Introduction to Electronic Warfare from the First Jamming to Machine Learning Techniques Book PDF

Author : Chi-Hao Cheng,James Tsui
Publisher : CRC Press
Page : 188 pages
File Size : 53,8 Mb
Release : 2022-09-01
Category : Education
ISBN : 9781000795585

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An Introduction to Electronic Warfare; from the First Jamming to Machine Learning Techniques by Chi-Hao Cheng,James Tsui Pdf

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.

Directed Energy System Performance Prediction

Graham V. Weinberg
Directed Energy System Performance Prediction Book PDF

Author : Graham V. Weinberg
Publisher : Artech House
Page : 207 pages
File Size : 46,6 Mb
Release : 2023-08-31
Category : Technology & Engineering
ISBN : 9781685690281

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Directed Energy System Performance Prediction by Graham V. Weinberg Pdf

This book presents a unique and comprehensive introduction to performance prediction of directed energy (DE) systems using mathematical modeling frameworks, with focus on high power radio frequency and high energy laser performance. It provides system designers with a means for predicting DE system performance and measuring the required power levels necessary to neutralize targets including UAVs and other unmanned swarms. The book begins with a systematic and concise overview of DE systems, including its historical roots. You will then learn how to develop effective mathematical models and understand how to use these models to implement safer and efficient use of DE systems in various scenarios. A special section is devoted to examples and attributes of unmanned systems since these are viewed as primary targets suitably disabled by DE systems. There is also an extensive survey of the relevant tools of mathematics and physics for DE systems, together with a series of pertinent references you can follow for further information. The final section of the book outlines potential future research directions that interested researchers are encouraged to pursue. With its exclusive and unmatched coverage of predictive modeling for DE systems and performance, this is an important book for engineers and operators working in the defense industry, including government and private contractors, as well as research practitioners at universities and engineering organizations worldwide working in the field of DE system performance.

Developing Digital RF Memories and Transceiver Technologies for Electromagnetic Warfare

Phillip E. Pace
Developing Digital RF Memories and Transceiver Technologies for Electromagnetic Warfare Book PDF

Author : Phillip E. Pace
Publisher : Artech House
Page : 920 pages
File Size : 48,9 Mb
Release : 2022-05-31
Category : Technology & Engineering
ISBN : 9781630816988

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Developing Digital RF Memories and Transceiver Technologies for Electromagnetic Warfare by Phillip E. Pace Pdf

This book provides a comprehensive resource and thorough treatment in the latest development of Digital RF Memory (DRFM) technology and their key role in maintaining dominance over the electromagnetic spectrum. Part I discusses the use of advanced technology to design transceivers for spectrum sensing using unmanned systems to dominate the electromagnetic spectrum. Part II uses artificial intelligence and machine learning to enable modern spectrum sensing and detection signal processing for electronic support and electronic attack. Another key contribution is examination of counter-DRFM techniques. DRFM and transceiver design details and examples are provided along with the MATLAB software allowing the reader to construct their own embedded DRFM transceivers for unmanned systems. It examines the design trade-offs in developing multiple, structured, false target synthesis DRFM architectures and aids in developing counter-DRFM techniques and distinguish false target from real ones. Written by an expert in the field, and including MATLAB™ design software, this is the only comprehensive book written on the subject of DRFM.

AI and education

Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO
AI and education Book PDF

Author : Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO
Publisher : UNESCO Publishing
Page : 50 pages
File Size : 43,6 Mb
Release : 2021-04-08
Category : Political Science
ISBN : 9789231004476

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AI and education by Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO Pdf

Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Contemporary Artificial Intelligence

Richard E. Neapolitan,Xia Jiang
Contemporary Artificial Intelligence Book PDF

Author : Richard E. Neapolitan,Xia Jiang
Publisher : CRC Press
Page : 517 pages
File Size : 45,8 Mb
Release : 2012-08-25
Category : Computers
ISBN : 9781439844694

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Contemporary Artificial Intelligence by Richard E. Neapolitan,Xia Jiang Pdf

The notion of artificial intelligence (AI) often sparks thoughts of characters from science fiction, such as the Terminator and HAL 9000. While these two artificial entities do not exist, the algorithms of AI have been able to address many real issues, from performing medical diagnoses to navigating difficult terrain to monitoring possible failures of spacecrafts. Exploring these algorithms and applications, Contemporary Artificial Intelligence presents strong AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more. One of the first AI texts accessible to students, the book focuses on the most useful problem-solving strategies that have emerged from AI. In a student-friendly way, the authors cover logic-based methods; probability-based methods; emergent intelligence, including evolutionary computation and swarm intelligence; data-derived logical and probabilistic learning models; and natural language understanding. Through reading this book, students discover the importance of AI techniques in computer science.

Electronic Warfare in the Information Age

D. Curtis Schleher
Electronic Warfare in the Information Age Book PDF

Author : D. Curtis Schleher
Publisher : Artech House Radar Library (Ha
Page : 0 pages
File Size : 55,9 Mb
Release : 1999
Category : Technology & Engineering
ISBN : 0890065268

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Electronic Warfare in the Information Age by D. Curtis Schleher Pdf

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.

Systems Engineering and Artificial Intelligence

William F. Lawless,Ranjeev Mittu,Donald A. Sofge,Thomas Shortell,Thomas A. McDermott
Systems Engineering and Artificial Intelligence Book PDF

Author : William F. Lawless,Ranjeev Mittu,Donald A. Sofge,Thomas Shortell,Thomas A. McDermott
Publisher : Springer Nature
Page : 566 pages
File Size : 50,7 Mb
Release : 2021-11-02
Category : Computers
ISBN : 9783030772833

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Systems Engineering and Artificial Intelligence by William F. Lawless,Ranjeev Mittu,Donald A. Sofge,Thomas Shortell,Thomas A. McDermott Pdf

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.

INTRODUCTION TO ELECTRONIC WARFARE

Chi-Hao Cheng,James Tsui
INTRODUCTION TO ELECTRONIC WARFARE Book PDF

Author : Chi-Hao Cheng,James Tsui
Publisher : Unknown
Page : 0 pages
File Size : 41,6 Mb
Release : 2021
Category : Electronic books
ISBN : 1523144467

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INTRODUCTION TO ELECTRONIC WARFARE by Chi-Hao Cheng,James Tsui Pdf

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.

Responsible Artificial Intelligence

Virginia Dignum
Responsible Artificial Intelligence Book PDF

Author : Virginia Dignum
Publisher : Springer Nature
Page : 127 pages
File Size : 48,7 Mb
Release : 2019-11-04
Category : Computers
ISBN : 9783030303716

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Responsible Artificial Intelligence by Virginia Dignum Pdf

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.

Artificial Intelligence

Jacob Parakilas,Hannah Bryce,Kenneth Cukier,Heather Roff,Missy Cummings
Artificial Intelligence Book PDF

Author : Jacob Parakilas,Hannah Bryce,Kenneth Cukier,Heather Roff,Missy Cummings
Publisher : Chatham House (Formerly Riia)
Page : 60 pages
File Size : 52,9 Mb
Release : 2018
Category : Political Science
ISBN : 1784132128

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Artificial Intelligence by Jacob Parakilas,Hannah Bryce,Kenneth Cukier,Heather Roff,Missy Cummings Pdf

"The rise of AI must be better managed in the near term in order to mitigate longer term risks and to ensure that AI does not reinforce existing inequalities"--Publisher.

Scripting Your World

Dana Moore,Michael Thome,Dr. Karen Haigh
Scripting Your World Book PDF

Author : Dana Moore,Michael Thome,Dr. Karen Haigh
Publisher : John Wiley & Sons
Page : 560 pages
File Size : 41,9 Mb
Release : 2009-04-22
Category : Computers
ISBN : 9780470422519

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Scripting Your World by Dana Moore,Michael Thome,Dr. Karen Haigh Pdf

Find complete information about Second Life scripting and gain access to more than 50 previously unpublished ready-to-use scripts in Scripting Your World: The Official Guide to Second Life Scripting. Learn how to script Second Life behaviors, grouped into categories like avatar movement, communications, prim and object control, automation, land control, combat, special effects, environment control and physics, and interacting with the world outside of Second Life. After you read this engaging book, you will possess a solid understanding Linden Scripting Language conventions.

Computer Science and Artificial Intelligence

National Research Council,Commission on Physical Sciences, Mathematics, and Applications,Naval Studies Board,Panel on Computer Science and Artificial Intelligence
Computer Science and Artificial Intelligence Book PDF

Author : National Research Council,Commission on Physical Sciences, Mathematics, and Applications,Naval Studies Board,Panel on Computer Science and Artificial Intelligence
Publisher : National Academies Press
Page : 29 pages
File Size : 48,6 Mb
Release : 1997-06-10
Category : Computers
ISBN : 9780309184786

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Computer Science and Artificial Intelligence by National Research Council,Commission on Physical Sciences, Mathematics, and Applications,Naval Studies Board,Panel on Computer Science and Artificial Intelligence Pdf

The focus of this report is on artificial intelligence (AI) and human-computer interface (HCI) technology. Observations, conclusions, and recommendations regarding AI and HCI are presented in terms of six grand challenge areas which serve to identify key scientific and engineering issues and opportunities. Chapter 1 presents the panel's definitions of these and related terms. Chapter 2 presents the panel's general observations and recommendations regarding AI and HCI. Finally, Chapter 3 discusses computer science, AI, and HCI in terms of the six selected "grand challenge" areas and three time horizons, that is, short term (within the next 2 years), midterm (2 to 6 years), and long term (more than 6 years from now) and presents additional recommendations in these areas.