DocumentCode
557017
Title
Accelaerated SAR image generation on GPGPU platform
Author
Agrawal, A.K. ; Bhattacharya, C. ; Somawanshi, P. ; Khadtare, M. ; Karandikar, S.K.
Author_Institution
Defence Inst. of Adv. Technol. (DIAT), Pune, India
fYear
2011
fDate
26-30 Sept. 2011
Firstpage
1
Lastpage
4
Abstract
Image generation from satellite-borne synthetic aperture radar (SAR) video data requires numerical computations of the order of gigaflops (GFLOPs). Current parallel processing schemes distribute computation load among a number of parallel processing elements (PEs) for improving efficiency in computation. In order to handle the huge computational task for real-time image generation, we report here the use of general purpose graphics processing units (GPGPUs) that have shown excellent results for data-parallel kinds of operations. In this paper, we describe the architecture, and highlight the steps needed to extract parallelism in implementation of the algorithm for accelerated SAR image generation.
Keywords
graphics processing units; parallel processing; radar imaging; spaceborne radar; synthetic aperture radar; GPGPU platform; accelaerated SAR image generation; computation load; general purpose graphics processing unit; gigaflops; numerical computation; parallel processing element; parallel processing scheme; real time image generation; satellite-borne synthetic aperture radar; Azimuth; Correlation; Graphics processing unit; Instruction sets; Parallel processing; Synthetic aperture radar; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Synthetic Aperture Radar (APSAR), 2011 3rd International Asia-Pacific Conference on
Conference_Location
Seoul
Print_ISBN
978-1-4577-1351-4
Type
conf
Filename
6087072
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