DocumentCode
3062095
Title
Acceleration of fast factorized back projection algorithm for bistatic SAR
Author
Miao Yu ; Xiaoling Zhang ; Zhe Liu
Author_Institution
Dept. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear
2013
fDate
21-26 July 2013
Firstpage
2493
Lastpage
2496
Abstract
In this paper, we present an accelerated fast factorized back-projection algorithm designed for bistatic SAR data. This method supports a precise bistatic SAR image reconstruction and can attain high execution efficiency. Key to this method is the optimized parallel implementation of the original algorithm that can be executed on GPU. We make effort to a parallelization of factorized back-projection by a reasonable parallel strategy so that it can be implemented by CUDA on GPU. Moreover, we also do some optimization for a further improvement, including memory optimization and phase compute optimization, and when it comes to the translational-invariant data, an extra slant range compute optimization have been done yet. The validity and advantage of proposed approach are verified by simulated X-band bistatic SAR data and experimental data.
Keywords
graphics processing units; image reconstruction; parallel architectures; remote sensing by radar; synthetic aperture radar; CUDA; GPU; bistatic SAR data; experimental data; extra slant range compute optimization; factorized back-projection parallelization; fast factorized back projection algorithm acceleration; high execution efficiency; memory optimization; optimized parallel implementation; original algorithm; phase compute optimization; precise bistatic SAR image reconstruction; proposed approach advantage; proposed approach validity; reasonable parallel strategy; simulated X-band bistatic SAR data; translational-invariant data; Algorithm design and analysis; Apertures; Graphics processing units; Instruction sets; Memory management; Optimization; Synthetic aperture radar; CUDA; bistatic; factorized BP;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723327
Filename
6723327
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