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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.


INTRODUCTION TO ELECTRONIC WARFARE

INTRODUCTION TO ELECTRONIC WARFARE
Author: Chi-Hao Cheng
Publisher:
Total Pages: 0
Release: 2021
Genre: Electronic books
ISBN: 9781523144464

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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.


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


Introduction to Communication Electronic Warfare Systems

Introduction to Communication Electronic Warfare Systems
Author: Richard Poisel
Publisher: Artech House Publishers
Total Pages: 0
Release: 2008
Genre: Computer networks
ISBN: 9781596934528

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Focusing mainly on engineering aspects of communications electronic warfare (EW) systems, this thoroughly updated and revised edition of a popular Artech House book offers a current and complete introduction to the subject. The second edition adds a wealth of new material, including expanded treatments of two critical areas -- RF noise and effects of signal fading and important topic of jamming performance over fading channels. Provides understanding of how modern direction finders for communication signals work and how to measure performance, defining basic operations necessary for communication EW systems. Provides a technique for geolocation of low probability of intercept/anti-jam targets.


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.


Air Dominance Through Machine Learning

Air Dominance Through Machine Learning
Author: Li Ang Zhang
Publisher:
Total Pages: 70
Release: 2020-08-15
Genre: Computers
ISBN: 9781977405159

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U.S. air superiority is being challenged by global competitors. In this report, the authors prototype a new artificial intelligence system to help develop and evaluate concepts of operations for the air domain.


Autonomous Horizons

Autonomous Horizons
Author: Greg Zacharias
Publisher: Independently Published
Total Pages: 420
Release: 2019-04-05
Genre:
ISBN: 9781092834346

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Dr. Greg Zacharias, former Chief Scientist of the United States Air Force (2015-18), explores next steps in autonomous systems (AS) development, fielding, and training. Rapid advances in AS development and artificial intelligence (AI) research will change how we think about machines, whether they are individual vehicle platforms or networked enterprises. The payoff will be considerable, affording the US military significant protection for aviators, greater effectiveness in employment, and unlimited opportunities for novel and disruptive concepts of operations. Autonomous Horizons: The Way Forward identifies issues and makes recommendations for the Air Force to take full advantage of this transformational technology.


Introduction to Communication Electronic Warfare Systems

Introduction to Communication Electronic Warfare Systems
Author: Richard Poisel
Publisher: Artech House Publishers
Total Pages: 584
Release: 2002
Genre: Computers
ISBN:

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This comprehensive engineering-level resource provides an introduction to electronic warfare (EW) for communication systems. Extensively referenced with over 600 equations, it details the components, systems, and operations of electronic warfare systems dedicated to protecting and attacking military communications networks. The volume provides a complete understanding of how modern direction finders for communication signals work, along with their limitations. The book also helps the reader acquire a working knowledge of hyperbolic emitter location technologies, and shows how to measure performance, defining the basic operations necessary for communication EW systems.


Electronic Warfare and Radar Systems Engineering Handbook

Electronic Warfare and Radar Systems Engineering Handbook
Author:
Publisher:
Total Pages: 605
Release: 1997-04-01
Genre:
ISBN: 9781423572381

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This handbook is designed to aid electronic warfare and radar systems engineers in making general estimations regarding capabilities of systems. It is not intended as a detailed designer's guide, due to space limitations. Portions of the handbook and future changes will be posted on an internet link.


An Introduction to Machine Learning

An Introduction to Machine Learning
Author: Vineeta Shrivastava
Publisher: Blue Rose Publishers
Total Pages: 258
Release: 2023-02-06
Genre: Computers
ISBN:

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The First Edition of the book ''An Introduction to Machine Learning'' combines theory and practice, explaining important methods such as classical linear and logistic regression, deep learning, and neural network with a detailed explanation, all variants of models, suitable examples, and Python code snippets.