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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
https://doi.org/10.1007/978-98...
Part of book or chapter of book . 2017 . Peer-reviewed
License: Springer TDM
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The Research of SAR Processing Performance Based on Multi-core GPU

Authors: Yuwei Wang; Xingming Li; Shanqing Hu; Jiacheng Yu;

The Research of SAR Processing Performance Based on Multi-core GPU

Abstract

With the characteristics of large data volume, high algorithm complexity and large computational complexity, Synthetic Aperture Radar (SAR) technology which makes the signal processing system have to be improved continuously in the aspects of real-time, storage capacity, data throughput and computing capability. As a kind of multi-core architecture, Graphics Processing Unit (GPU) take the advantages of powerful computing capability and efficient storage bandwidth to meet the urgent need in scalability, computing capability and storage bandwidth for large-scale data parallel applications. In this paper, the first thing is to evaluate the FFT performance of the NVIDIA Tesla M6 GPU, which achieves an average 41x speedup ratio compared to TI’s TMS320C6678 DSP. Then, the RD (Range Doppler) algorithm which is the most classical SAR imaging algorithm is implemented on the platform of CPU + GPU using CUDA language, and execution time of the SAR algorithm for 4 K × 8 K point is shortened by 1.18 s and the result shows that GPU achieve 1.9x the performance improvement compared to DSP C6678 on RD-SAR algorithm.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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