Measurements-Based Radar Signature Modeling - An Analysis Framework

A high-level text that synthesizes diverse research areas for characterizing objects (targets) from radar data and establishes a novel analysis framework for a class of signal processing techniques useful for high-resolution radar signature modeling. The only text to integrate a diverse body of work on characterizing objects (targets) from radar data into a common analysis framework, this book brings together the results of research papers and technical reports providing improved resolution and precision in radar target signature modeling and target motion solutions. It offers comprehensive coverage related to basic radar concepts, signal representation, and radar measurements; the development of advanced analysis tools essential for high-resolution signature modeling; the development of novel wideband and narrowband radar imaging techniques; the application of 2D spectral estimation theory to wideband signal processing; ultra-wideband scattering phenomenology and sparse-band sensor data fusion; and the integration of field measurements into the radar signature modeling process. The analysis techniques developed in the text provide the framework for a novel approach, called measurements-based modeling (MBM), to model target signatures by incorporating measurement data into the signature model of the target. Extensive examples throughout compare the performance of the new techniques with that of conventional analysis techniques.

Product details

• Authors: John A. Tabaczynski, Joseph T. Mayhan, Joseph T Mayhan, Joseph T. Mayhan, John A Tabaczynski, John A. Tabaczynski
• Publisher: The MIT Press
• Languages: English
• Product format: Hardback
• Released: 14.05.2024
• EAN: 9780262048118
• ISBN: 978-0-262-04811-8
• No. of pages: 512
• Dimensions: 187 mm x 236 mm x 37 mm
• Series: MIT Lincoln Laboratory Series
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > General, dictionaries; TECHNOLOGY & ENGINEERING / Signals & Signal Processing, TECHNOLOGY & ENGINEERING / Radar, Information technology: general issues, Database design and theory, COMPUTERS / Data Science / Data Modeling & Design