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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

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).

Original languageEnglish
Title of host publication2018 IEEE High Performance Extreme Computing Conference, HPEC 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538659892
DOIs
Publication statusPublished - 26 Nov 2018
Event2018 IEEE High Performance Extreme Computing Conference, HPEC 2018 - Waltham, United States
Duration: 25 Sept 201827 Sept 2018

Publication series

Name2018 IEEE High Performance Extreme Computing Conference, HPEC 2018

Conference

Conference2018 IEEE High Performance Extreme Computing Conference, HPEC 2018
Country/TerritoryUnited States
CityWaltham
Period25/09/1827/09/18

Keywords

  • FPGA
  • Finite Word Length
  • Fixed-point Analysis
  • Synthetic Aperture Radar (SAR) Imaging

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