Cognitive Electronic Warfare: An Artificial Intelligence Approach 9781630818111

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Автор: Karen Haigh, Julia Andrusenko
Название: Cognitive Electronic Warfare: An Artificial Intelligence Approach
Перевод названия: Карен Хейт, Юлия Андрусенко: Когнитивная электронная война. Использование искусственного интеллекта
ISBN: 9781630818111
Издательство: Artech House
Классификация:

Электронные устройства и материалы

Радиолокационная связь

ISBN-10: 1630818119
Обложка/Формат: Hardcover
Вес: 0.46 кг.
Дата издания: 31/08/2021
Язык: English
Издание: Unabridged ed
Размер: 21.21 x 13.59 x 2.39 cm
Читательская аудитория: General (us: trade)
Основная тема: Electronic Warfare
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Поставляется из: Англии
Описание: 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.
Дополнительное описание: Intro 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.

Cognitive Electronic Warfare: An Artificial Intelligence Approach, Karen Haigh, Julia Andrusenko