A SoPC based Fixed Point System for Spaceborne SAR Real-Time Imaging Processing

Bingyi Li, Changjin Li, Yizhuang Xie, Liang Chen, Hao Shi, Yi Deng

科研成果: 书/报告/会议事项章节会议稿件同行评审

6 引用 (Scopus)
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摘要

With the development of satellite load technology and very large-scale integrated (VLSI) circuit technology, onboard real-time synthetic aperture radar (SAR) imaging systems have facilitated rapid response to disasters. The state-of-the-art System-on-Programmable-Chip (SoPC) technique, associated with embedded processor and other function modules, provides a potential solution to satisfy all constraints. However, with the improvement of processing efficiency and imagery granularity, to implement an entire SAR imaging processing using floating-point arithmetic is unaffordable. Data fixed-pointing is an effective solution, and the core issue is the finite word length optimization under the condition of trading-off hardware resource and processing precision. In this paper, we analyze the finite word length computing error for SAR imaging system using Chirp Scaling (CS) algorithm, and propose a mathematical computing error model. Then, the empirical formula of the system's output noise-to-signal ratio is derived. Guiding by the software simulation result, we implement and verify the proposed method into a Zynq+NetFPGA platform. The run-time results show that the proposed method can achieve a decent image quality assessed by Integrated Side Lobe Ratio (ISLR), Peak Side Lobe Ratio (PSLR) and Relative Mean Square Deviation (RMSD).

源语言英语
主期刊名2018 IEEE High Performance Extreme Computing Conference, HPEC 2018
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781538659892
DOI
出版状态已出版 - 26 11月 2018
活动2018 IEEE High Performance Extreme Computing Conference, HPEC 2018 - Waltham, 美国
期限: 25 9月 201827 9月 2018

出版系列

姓名2018 IEEE High Performance Extreme Computing Conference, HPEC 2018

会议

会议2018 IEEE High Performance Extreme Computing Conference, HPEC 2018
国家/地区美国
Waltham
时期25/09/1827/09/18

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引用此

Li, B., Li, C., Xie, Y., Chen, L., Shi, H., & Deng, Y. (2018). A SoPC based Fixed Point System for Spaceborne SAR Real-Time Imaging Processing. 在 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018 文章 8547564 (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/HPEC.2018.8547564