First Airborne Demonstration of Holographic SAR Tomography With Fully Polarimetric Multicircular Acquisitions at L-Band

被引:108
作者
Ponce, Octavio [1 ,2 ]
Prats-Iraola, Pau [1 ]
Scheiber, Rolf [1 ]
Reigber, Andreas [1 ]
Moreira, Alberto [1 ]
机构
[1] German Aerosp Ctr DLR, Microwaves & Radar Inst, D-82234 Wessling, Germany
[2] Swiss Fed Inst Technol, Swiss Fed Inst Technol Zurich, Inst Environm Engn, CH-8093 Zurich, Switzerland
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2016年 / 54卷 / 10期
关键词
Circular synthetic aperture radar (CSAR); compressive sensing (CS); fast-factorized back-projection (FFBP); holographic sar tomography (HoloSAR); phase gradient autofocus (PGA); polarimetric synthetic aperture radar (PolSAR); RANGE RESOLUTION; MOTION ERRORS; RECONSTRUCTION; ROTATION; FOREST;
D O I
10.1109/TGRS.2016.2582959
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
In the last few years, interest in multicircular synthetic aperture radar (SAR) acquisitions has arisen as a consequence of the potential achievement of full 3-D reconstructions at very high resolution over 360 degrees azimuth angle variation. In particular, SAR systems at low frequencies are sensitive to volumetric backscattering of semi-transparent media, and they allow the imaging of internal structures, such as forests. To achieve a full 3-D reconstruction, a 2-D synthetic aperture is required, consisting of a circular (azimuthal) and a vertical component. This 3-D capability can be understood as the result of the combination of holographic and tomographic techniques. In this paper, both techniques will be presented to establish the concept of holographic SARtomography (HoloSAR). As a further investigation, this paper also presents an analytical expression of the 3-D impulse response function (IRF) of targets in and off the center of the illuminated area. The IRF is characterized by its spatial resolution and sidelobe power, both being a function of the radar resolution capabilities and the geometric acquisition. The second part of this paper presents a polarimetric analysis of HoloSAR tomograms. In particular, the polarimetric signature of scatterers in forested areas is investigated for three different focusing approaches, namely coherent imaging, incoherent imaging, and the generalized likelihood ratio test (GLRT). The three algorithms use the fast-factorized backprojection (FFBP) for individual circular trajectories, and the latter two use in addition compressive sensing (CS) to retrieve the complex reflectivity in elevation. The IRF is validated using a polarimetric L-band HoloSAR survey, which consists of 19 circular passes conducted by the German Aerospace Center's airborne F-SAR sensor over a test site in Kaufbeuren, Germany. The same data set is used for the analysis of the backscattering of forests. Results show a significant horizontal resolution improvement for distributed targets with the coherent imaging approach, whereas a better sidelobe suppression in the direction perpendicular to the line of sight is achieved for the incoherent imaging and the GLRT.
引用
收藏
页码:6170 / 6196
页数:27
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