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Cognitive Electronic Warfare: An Artificial Intelligence Approach

Kategori: Engelske textbooks
Kategori nr.: 9710
Varenr.: 3215847
| Stregkode: 9781630818111
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Beskrivelse

<p>This book is an overview of how cognitive systems and artificial intelligence</p><p>(AI) can be used in electronic warfare (EW). Readers will learn how EW</p><p>systems respond more quickly and effectively to battlefield conditions</p><p>where sophisticated RF transmitters and spectrum congestion put a high</p><p>priority on EW systems that can characterize and classify novel waveforms,</p><p>discern intent, and devise and test countermeasures. Specific techniques</p><p>are covered for optimizing a cognitive EW system as well as evaluating</p><p>its ability to learn new information in real time.</p> 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.

Detaljer

  • EAN
    9781630818111
  • Vægt
    532 g
  • Disponent
    Direkte titel
  • Forlag
    Artech House Publishers
  • ISBN
    9781630818111
  • Sprog
    Engelsk
  • Sideantal
    288
  • Udgivelsesdato
  • Format
    Paperback
  • Themakode
    TJKD, TJFD
  • Kategori
    Engelske textbooks
  • Kategori nr
    9710
  • Lev. varenr.
    1501
  • Højde/Dybde (mm)
    22 mm
  • Bredde (mm)
    225 mm
  • Længde (mm)
    263 mm