Phenomenology-based waveform design using Cramer-Rao theory

TitlePhenomenology-based waveform design using Cramer-Rao theory
Publication TypeConference Paper
Year of Publication2018
AuthorsR Linnehan, J Schindler, L Perlovsky, M Rangaswamy, and D Brady
Conference Name2004 International Waveform Diversity and Design Conference, Wdd 2004 Proceedings
Date Published03/2018
Abstract

© 2004 IEEE. The Cramer Rao Bound (CRB) establishes a lower bound on the error variance of an unbiased parameter estimate [5]. We have derived CRBs for target parameter estimates using synthetic aperture radar (SAR), and allow for spatial waveform diversity. The first application is to target reflectivity with the assumption that all scatterer positions are known. Using a standard scattering model we are able to verify theoretical results with numerical experiments. The development is then applied to target height, assuming the height and ground range are jointly estimated for all scatterers simultaneously. Here we show that height can in fact be estimated with vertical excursion in the aperture.

DOI10.1109/IWDDC.2004.8317555