Open Access

Model Order Selection in Multi-baseline Interferometric Radar Systems

EURASIP Journal on Advances in Signal Processing20052005:108784

https://doi.org/10.1155/ASP.2005.3206

Received: 18 August 2004

Published: 14 December 2005

Abstract

Synthetic aperture radar interferometry (InSAR) is a powerful technique to derive three-dimensional terrain images. Interest is growing in exploiting the advanced multi-baseline mode of InSAR to solve layover effects from complex orography, which generate reception of unexpected multicomponent signals that degrade imagery of both terrain radar reflectivity and height. This work addresses a few problems related to the implementation into interferometric processing of nonlinear algorithms for estimating the number of signal components, including a system trade-off analysis. Performance of various eigenvalues-based information-theoretic criteria (ITC) algorithms is numerically investigated under some realistic conditions. In particular, speckle effects from surface and volume scattering are taken into account as multiplicative noise in the signal model. Robustness to leakage of signal power into the noise eigenvalues and operation with a small number of looks are investigated. The issue of baseline optimization for detection is also addressed. The use of diagonally loaded ITC methods is then proposed as a tool for robust operation in the presence of speckle decorrelation. Finally, case studies of a nonuniform array are studied and recommendations for a proper combination of ITC methods and system configuration are given.

Keywords and phrases:

multichannel and nonlinear array signal processingmulticomponent signalsradar interferometrysynthetic aperture radar

Authors’ Affiliations

(1)
Dipartimento di Ingegneria dell'Informazione, Università di Pisa

Copyright

© F. Lombardini and F. Gini 2005

This article is published under license to BioMed Central Ltd. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.