Title :
Three-Dimensional Imaging and Scattering Mechanism Estimation Over Urban Scenes Using Dual-Baseline Polarimetric InSAR Observations at L-Band
Author :
Sauer, Stefan ; Ferro-Famil, Laurent ; Reigber, Andreas ; Pottier, Eric
Author_Institution :
Microwaves & Radar Inst. (HR), German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
Abstract :
This paper introduces new polarimetric algorithms for generating 3-D images and estimating scattering mechanisms from polarimetric multibaseline (MB) interferometric synthetic aperture radar (SAR) measurements. First, an MB interferometric SAR signal model is generalized to the fully polarimetric configuration, establishing the notion of polarimetric reflectivity. Subsequently, polarimetric beamforming, Capon, and MUSIC methods that determine optimal polarization combinations for height estimation are developed. These new techniques allow for extracting the height of reflectors, the associated scattering mechanisms, and the polarimetric (pseudo)reflectivities. By means of polarimetric dual-baseline interferometric SAR observations of an urban environment, the performance of the conceived algorithms is examined in detail. Producing 3-D images of a building layover, the quality of the approaches is compared in terms of refined resolution and lowered side lobes. Furthermore, the scattering processes occurring in urban scenes are investigated thoroughly by analyzing the optimal reflection types. The algorithms are validated using dual-baseline polarimetric SAR interferometric data at L-band acquired by German Aerospace Center´s experimental SAR system over Dresden city.
Keywords :
array signal processing; radar imaging; radar interferometry; radar polarimetry; radar resolution; remote sensing by radar; synthetic aperture radar; terrain mapping; 3D imaging; Capon method; Dresden city; German Aerospace Center; L-band observation; MUSIC method; building layover; dual-baseline polarimetric InSAR observation; fully polarimetric configuration; height estimation; polarimetric algorithm; polarimetric beamforming method; polarimetric multibaseline interferometric synthetic aperture radar measurement; polarimetric reflectivity; scattering mechanism estimation; urban environment; urban scene; Array signal processing; Arrays; Covariance matrix; Multiple signal classification; Noise; Scattering; Signal processing algorithms; 3-D SAR urban remote sensing; 3-D polarimetric SAR tomography; Multibaseline (MB) polarimetric synthetic aperture radar (SAR) interferometry (POL-InSAR); multichannel SAR; polarimetric array signal processing techniques;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2011.2147321