Cognitive electronic warfare : an artificial intelligence approach / Karen Haigh and Julia Andrusenko.

Format:

Book

Author/Creator:

Haigh, Karen Zita, author.

Andrusenko, Julia, author.

Language:

English

Subjects (All):

Artificial intelligence--Military applications.

Artificial intelligence.

Electronics in military engineering.

Physical Description:

xxiv, 407 pages : illustrations ; 24 cm

Edition:

Second edition.

Place of Publication:

Norwood, MA : Artech House, [2025]

Summary:

"In this revised Second edition of Cognitive Electronic Warfare: An Artificial Intelligence Approach, you will learn how cutting-edge AI and machine learning technologies are transforming the landscape of national defense. This comprehensive guide demystifies how cognitive systems are being used to revolutionize Electronic Warfare (EW), from real-time signal analysis to autonomous decision-making. Whether you're a defense analyst, engineer, or tech innovator, this book offers a foundational understanding of how AI can be applied to the full spectrum of EW operations--from support and protection to electronic attack and battle management. Modern battlefields demand systems that are fast, flexible, and capable of adapting without direct human intervention. This book goes beyond the basics to show you how to architect intelligent EW platforms that can learn and evolve during missions, even when deployed in resource-constrained environments. You'll explore how machine learning can be used for signal characterization, classification, pattern recognition, and intent detection--key functions that enhance situational awareness and response. The text also dives into the specifics of planning and optimization techniques for real-time electronic protect (EP) and electronic attack (EA), ensuring you understand the spatial and temporal tradeoffs inherent in these systems. With hands-on case studies, development strategies, and insight into data and knowledge management, this book serves as a technical and strategic blueprint for building next-generation defense systems that are as adaptive as they are effective." -- Amazon

Contents:

Introduction to Cognitive EW

Objective Function

Machine Learning Primer

Electronic Support

Electronic Protect and Electronic Attack

Electronic Battle Management

Real-Time In-Mission planning and learning

Data Management

Architecture

Test and Evaluation

Getting started: First Steps

Notes:

Includes bibliographical references and index.

ISBN:

9781685691035

168569103X

OCLC:

1526502049