Title :
WASAR imaging based on message passing with structured sparse constraint: Approach and experiment
Author :
Chenglong Jiang;Yun Lin; Zhe Zhang;Bingchen Zhang;Wen Hong
Author_Institution :
University of Chinese Academy of Sciences, Beijing 100190, China
fDate :
6/1/2015 12:00:00 AM
Abstract :
We presents a wide angle synthetic aperture radar (WASAR) imaging method based on the message passing with structured sparsity constraint. The motivation of this paper aims to improve the imaging performance and to explore the potential ofWASAR with the angle dependent scattering behavior of target. Intuitively, it can be inferred from studies of scattering persistence that the angle dependent scattering behavior possess underlying structure. We impose a generalized structure constraint on WASAR imaging problem and present a message passing based method. The proposed method exhibits good balance of accuracy and efficient in retrieving the scattering map on different viewing angle. The results of experiment demonstrate the effectiveness.
Keywords :
"Imaging","Scattering","Approximation algorithms","Radar imaging","Message passing","Signal processing algorithms","Algorithm design and analysis"
Conference_Titel :
Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2015 3rd International Workshop on
DOI :
10.1109/CoSeRa.2015.7330296