Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches: Model-Based... (Bog, Hardback, Engelsk)
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Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches: Model-Based, Data-Driven and Hybrid Approaches

(Bog, Hardback, Engelsk)
Forfatter: Angelo Coluccia
Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches: Model-Based, Data-Driven and Hybrid Approaches
Forlag: Artech House Publishers

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This book shows you how to adopt data-driven techniques for the problem of radar detection, both per se and in combination with model-based approaches. In particular, the focus is on space-time adaptive target detection against a background of interference consisting of clutter, possible jammers, and noise. It is a handy, concise reference for many classic (model-based) adaptive radar detection schemes as well as the most popular machine learning techniques (including deep neural networks) and helps you identify suitable data-driven approaches for radar detection and the main related issues. You'll learn how data-driven tools relate to, and can be coupled or hybridized with, traditional adaptive detection statistics; understand fundamental concepts, schemes, and algorithms from statistical learning, classification, and neural networks domains. The book also walks you through how these concepts and schemes have been adapted for the problem of radar detection in the literature and provides you with a methodological guide for the design, illustrating different possible strategies. You'll be equipped to develop a unified view, under which you can exploit the new possibilities of the data-driven approach even using simulated data. This book is an excellent resource for Radar professionals and industrial researchers, postgraduate students in electrical engineering and the academic community.

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Alle detaljer

Forlag Artech House Publishers
Forfatter Angelo Coluccia
Type Bog
Format Hardback
Sprog Engelsk
Udgave Unabridged ed
Udgivelsesdato 30-11-2022
Første udgivelsesår 2022
Originalsprog United States
Sideantal 350
Indbinding Hardback
Forlag Artech House Publishers
Sideoplysninger 350 pages
Mål 159 x 238 x 20
ISBN-13 / EAN-13 9781630819002