Cognitive Electronic Warfare: An Artificial Intelligence Approach by Karen Haigh

Cognitive Electronic Warfare: An Artificial Intelligence Approach by Karen Haigh

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.

SKU	Unavailable
ISBN 13	9781630818111
ISBN 10	1630818119
Title	Cognitive Electronic Warfare: An Artificial Intelligence Approach
Author	Karen Haigh
Condition	Unavailable
Binding Type	Hardback
Publisher	Artech House Publishers
Year published	2021-07-31
Number of pages	288
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note	Unavailable