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Description
Cognitive Electronic Warfare: An Artificial Intelligence Approach, Second Edition, delivers a comprehensive technical framework for integrating artificial intelligence into electromagnetic spectrum operations. Authors Karen Zita Haigh and Julia Andrusenko provide an engineering blueprint for architecting intelligent electronic warfare (EW) systems capable of autonomous sensing, classification, and countermeasure execution in contested radio frequency environments. Coverage spans the complete EW enterprise, detailing signal characterization, intent detection, and spatial-temporal optimization for electronic protect (EP) and electronic attack (EA).
Structured across 11 detailed chapters, the volume progresses from objective function formulation and machine learning primers to advanced topics including electronic battle management and in-mission adaptive replanning. This revised edition addresses urgent contemporary operational challenges, incorporating discussions on tiny ML, generative AI, embedded data management, and DevMLOps. Crucially, the authors dedicate core guidance to software architecture, test and evaluation, and learning assurance protocols required to validate autonomous defense platforms before and during deployment.
Institutional Use
This volume serves military academies, defense research laboratories, aerospace engineering departments, and defense industrial contractors. It functions as a primary textbook for graduate-level curricula in electrical engineering, electronic warfare, and military communications systems, as well as a foundational technical reference for systems engineers and defense analysts designing next-generation autonomous radar and countermeasure suites. Institutional procurement supports specialized engineering cohorts, defense acquisitions training, and research libraries requiring verified guidance on AI assurance in electromagnetic operations.
Product Details
| ISBN-13 | 9781685691035 |
|---|---|
| ISBN-10 | 168569103X |
| Edition | Second Edition |
| Authors | Karen Zita Haigh, Julia Andrusenko |
| Publisher | Artech House |
| Publication date | 2025-08-31 |
| Format | Hardcover |
| Page count | 320 pages |
| Language | English |
| Category | Engineering & Technology |
| Subcategory | Electrical Engineering |
| List price | $74.99 / copy |
| Min. order | 5 copies |
| Condition | New |
Table of Contents
- Chapter 1: Introduction to Cognitive EW
- Chapter 2: Objective Function
- Chapter 3: Machine Learning Primer
- Chapter 4: Electronic Support
- Chapter 5: Electronic Protect and Electronic Attack
- Chapter 6: Electronic Battle Management
- Chapter 7: Real-Time In-Mission Planning and Learning
- Chapter 8: Data Management
- Chapter 9: Architecture
- Chapter 10: Test & Evaluation
- Chapter 11: Getting Started: First Steps
Key Topics
- Cognitive Electronic Warfare Architecture
- Machine Learning and Tiny ML for RF Systems
- Electronic Support and Signal Classification
- Electronic Attack (EA) and Electronic Protect (EP)
- Electronic Battle Management (EBM)
- Real-Time In-Mission Planning and Adaptive Replanning
- RF Data Management and Ontologies
- Testing, Evaluation, and AI Assurance
Who This Is For
- Electronic warfare systems engineers and RF designers
- Defense research laboratory scientists and program managers
- Graduate students and faculty in electrical and computer engineering
- Military technical officers and defense procurement specialists
Institutional & Bulk Ordering
- Minimum order: 5 copies, with tiered pricing at higher quantities
- Purchase orders and Net-30 terms accepted for qualifying institutions
- Tax-exempt certificates accepted for qualifying accounts
- Free worldwide shipping, no sales tax
Edition & Identifier Check
Always confirm this exact ISBN-13 and edition (9781685691035) against your syllabus or procurement request before ordering — editions of this title are not interchangeable.
Frequently Asked Questions
Q: What distinguishes the Second Edition of Cognitive Electronic Warfare?
A: The Second Edition expands coverage of modern operational demands and emergent technologies, adding material on tiny ML, generative AI, on-board learning, DevMLOps pipelines, and expanded test and evaluation protocols for cognitive defense systems.
Q: Who are the authors of this text?
A: The book is authored by Karen Zita Haigh, a consultant and IEEE Fellow, and Julia Andrusenko, an experienced technical specialist in electronic warfare and spectrum operations.
Q: How is the subject matter organized across the book?
A: The text is structured into 11 chapters covering cognitive EW foundations, objective functions, machine learning primers, electronic support, protect and attack techniques, battle management, in-mission learning, data management, software architecture, test and evaluation, and practical implementation steps.
Q: Does this volume address testing and assurance for AI-driven defense systems?
A: Yes. Chapter 10 focuses specifically on test and evaluation paradigms, validating learning processes, learning assurance frameworks, and closed-loop testing methodologies essential for mission readiness.
Q: What is the minimum order quantity for this title?
A: The minimum order is 5 copies. Tiered pricing applies at 5, 10, and 25 copies; orders of 100 or more copies are quoted directly by email.
Q: Is this the correct edition for my program or syllabus?
A: This listing is ISBN 9781685691035 (ISBN-10 168569103X). Please confirm this exact identifier and edition against your syllabus or procurement request before ordering, as editions of this title are not interchangeable.
Q: Do you accept purchase orders and offer Net-30 terms?
A: Yes. Purchase orders and Net-30 terms are accepted for qualifying institutions, and tax-exempt certificates are accepted at checkout.
Q: Do you ship internationally?
A: Yes, Global Academic Supply offers free worldwide shipping with no sales tax on qualifying orders.