Title :
SAR resolution degradation estimation operating in sparse random media at millimeter-wave frequencies
Author :
Ibrahim, Amr A. ; Sarabandi, Kamal
Author_Institution :
Electr. Eng. & Comput. Sci. Dept., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
Resolution degradation in both the cross-range direction and range direction of SAR systems operating in sparse random media at millimeter-wave frequency is studied using a novel coherent propagation model that accounts for multiple scattering in the medium. For the purpose of demonstration, a 2D random medium composed of electrically large scatterers with high dielectric contrast and low surface fraction value is considered. The study is motivated by assessing the performance of future sub-millimeter-wave (sub-MMW) SAR systems with unprecedented imaging resolution working in a rainy environment. Monte Carlo techniques combined with a novel simulation algorithm called Statistical S-matrix Approach for Wave Propagation in Spectral Domain (SSWaP-SD) are used to efficiently characterize the resolution degradation of the SAR system. It is shown that the cross-range resolution degradation is severe for long distance wave propagation inside the random medium, while the range resolution degradation is much less.
Keywords :
Monte Carlo methods; atmospheric techniques; millimetre waves; rain; random media; statistical analysis; synthetic aperture radar; wave propagation; 2D random medium; Monte Carlo technique; SAR resolution degradation estimation operation; SAR system cross-range direction; SAR system range direction; SAR system resolution degradation characterization; SSWaP-SD; cross-range resolution degradation; electrically large scatterer; high dielectric contrast; low surface fraction value; millimeter-wave frequency; multiple medium scattering; novel coherent propagation model; novel simulation algorithm; rainy environment; random medium long distance wave propagation; sparse random media; statistical S-matrix approach; sub-MMW SAR system performance; sub-millimeter-wave SAR system performance; unprecedented imaging resolution; wave propagation in spectral domain; Algorithm design and analysis; Computational modeling; Correlation; Degradation; Scattering; Slabs; Synthetic aperture radar; One; five; four; three; two;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6946624