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	Non disponible
ISBN 13	9781630818111
ISBN 10	1630818119
Titre	Cognitive Electronic Warfare: An Artificial Intelligence Approach
Auteur	Karen Haigh
État	Non disponible
Type de reliure	Hardback
Éditeur	Artech House Publishers
Année de publication	2021-07-31
Nombre de pages	288
Note de couverture	La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier.
Note	Non disponible