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
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;
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2011 3rd International Asia-Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4577-1351-4