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High-resolution Slide Spotlight SAR Imaging by BP Algorithm and Heterogeneous Parallel Implementation

Authors :
Tang Jiangwen
Deng Yunkai
Wang Robert
Zhao Shuo
Li Ning
Source :
Leida xuebao, Vol 6, Iss 4, Pp 368-375 (2017)
Publication Year :
2017
Publisher :
China Science Publishing & Media Ltd. (CSPM), 2017.

Abstract

High-resolution synthetic aperture radar presents a significant challenge to imaging algorithms and computing power. Slide spotlight is an important mode that has both high resolution and wide azimuth swath. Generally, in the slide spotlight mode, the performance of conventional frequency domain imaging algorithms degrades because of orbit curvature, the time-variant azimuth chirp rate, and other factors. We adopt the Back-Projection (BP) algorithm in this study to counteract this limitation. We also propose a CPU/GPU heterogeneous BP algorithm to deal with the high computing complexity O(N3) of the BP algorithm. This heterogeneous BP algorithm makes full use of computing resources and accelerates imaging progress, and the design of a scheduling thread improves the flexibility of the algorithm.

Details

Language :
English, Chinese
ISSN :
2095283X
Volume :
6
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Leida xuebao
Publication Type :
Academic Journal
Accession number :
edsdoj.4876834a57da4dcab8828e97adaae868
Document Type :
article
Full Text :
https://doi.org/10.12000/JR16053