期刊文献+

基于FPGA实现的星载SAR实时成像系统研究 被引量:8

FPGA-Based Real-Time Imaging System for Spaceborne SAR
下载PDF
导出
摘要 针对星载SAR实时成像处理的研究目前主要集中在实时成像运算器(SAR processor),而未见到实时成像系统(SAR imaging system)的研究,提出了一种CS算法的星载SAR实时成像系统的体系结构,并基于FPGA实现了原型系统.该体系结构可以自主完成星载SAR实时成像,并具有良好的可扩展性.利用模拟信号源和高速数据记录仪对原型系统验证,1个信号处理单元在50MHz工作频率下,约11s内完成16384×16384个样本的星载雷达原始数据的成像处理,用4个信号处理单元就可达到为PRF为2000Hz的星载SAR的1∶1实时成像要求. With the rapid development pace of the SAR (synthetic aperture RADAR, SAR) missions, the demands for high data bandwidth of the satellite downlink are required. Reducing the data volume is the necessary task for the SAR missions. On-board SAR image processing has been one of the methods for effective reduction ha data volume, since the SAR image data can be compressed much more easily than the SAR raw data. In recent years, FPGA-based real-time imaging for spaceborne SAR is an active research field. The goal of this research work is to design an FPGA-based system which can implement the real-time spaceborne SAR image processing. The parameters of spaceborne SAR are studied. Then a novel highperformance scalable architecture is proposed, which maps the CS (chirp scaling, CS) algorithm to the hardware system, through the analysis of the performance requirements and algorithm specifications. The prototype system implementation and functional verification are also presented. Experiment results show that with one signal processing unit that works at 50MHz, the system can process 512MB SAR raw data within about 11 seconds. The system has attractive merits on high performance and low mass, and is an excellent candidate for the real-time on-board SAR image processing system.
出处 《计算机研究与发展》 EI CSCD 北大核心 2007年第3期497-502,共6页 Journal of Computer Research and Development
基金 国家自然科学基金项目(60303017) 国家"八六三"高技术研究发展计划基金项目(2003AA135093)
关键词 星载SAR 实时成像系统 FPGA CS算法 spaceborne SAR real-time imaging system FPGA CS algorithm
  • 相关文献

参考文献10

  • 1熊君君,王贞松,姚建平,石长振.星载SAR实时成像处理器的FPGA实现[J].电子学报,2005,33(6):1070-1072. 被引量:17
  • 2Wai-Chi Fang,C Le,S Taft.On-board fault-tolerant SAR processor for spacebome imaging radar systems[C].The 2005IEEE Int'l Symp on Circuits and Systems (ISCAS2005),Kobe,Japan,2005
  • 3M A Gudim,et al.Single-chip high-density FPGA implementation of the SAR azimuth pre-filter for on-board data reduction[C].Earth Science Technology Conf 2002,Pasadena Hilton,Pasadena,CA,2002
  • 4R Bamler.A comparison of range-Doppler and wavenumber domain SAR focusing algorithms[J].IEEE Trans on Geoscience and Remote Sensing,1992,30(4):706-713
  • 5J C Curlander,R N McDonough.Synthetic Aperture Radar Systems and Signal Processing[M].New York:John Wiley &Sons,1991
  • 6M Y Jin,C Wu.A SAR correlation algorithm which accommodates large-range migration[J].IEEE Trans on Geoscience and Remote Sensing,1984,22(6):592-597
  • 7A Li,O Loffeld.Two-dimensional SAR processing in the frequency domain[C].The 1991 Int'l Geoscience and Remote Sensing Symposium (IGARSS' 91),Espo,Finland,1991
  • 8R K Raney,H Runge,R Bamler,et al.Precision SAR processing using chirp scaling[J].IEEE Trans on Geoscience and Remote Sensing,1994,32(4):786-798
  • 9刘波,王贞松,姚萍,李明峰.一种新的多普勒中心频率实时估计算法[J].计算机研究与发展,2005,42(11):1911-1917. 被引量:3
  • 10简方军,褚超,韩承德.Chirp Scaling成像算法中CS和Br0数值计算与硬件设计[C].中国科学院第八届计算机技术研讨会,大连,2004

二级参考文献17

  • 1张贤达.现代信号处理[M].北京:清华大学出版社,1994.510-513.
  • 2J.C. Curlander, R. N. McDonough. Synthetic Aperture Radar Systems and Signal Processing. Hoboken: Wiley-Interscience,1991.
  • 3S.N. Madsen. Estimating the Doppler centroid of SAR data.IEEE Trans. Aerospace and Electronic Systems, 1989, 25 (2):134~ 140.
  • 4Richard Bamler. Doppler frequency estimation and the Cramer-Rao bound. IEEE Trans. Geosciences and Remote Sensing, 1991, 29(3): 385~390.
  • 5F. Berizzi, G. Corsini, M. Diani, et al. New time-domain clutter-lock algorithm. IEE Proceedings Radar, Sonar and Navigation, 1997, 144(6): 341~347.
  • 6Ciro Cafforio, Pietro Guccione, Andrea Monti Guarnier. Doppler centroid estimation for ScanSAR data. IEEE Trans. Aerospace and Electronic Systems, 2004, 42 (1): 14~ 23.
  • 7M.Y. Jin. Optimal range and Doppler centroid estimation for a ScanSAR system. IEEE Trans. Geosciences and Remote Sensing,1996, 34(2): 479~488.
  • 8A.H.A. Sharif, I. G. Cumming. Doppler centroid estimation for azimuth-offset SARS. IEEE Aerospace and Electronics Conf.,Dayton, Ohio, 1995.
  • 9G. Jacovitti, A. Neri. Estimation of the autocorrelation function of complex Gaussian stationary process by amplitude clipped signals. IEEE Trans. Inform. Theory, 1994, 40(1): 239~245.
  • 10M. C. Sullivan, E. J. Wegman. A normalized correlation estimator for complex data based on a quadruplex transformation.IEEE Signal Processing Lett., 1997, 4(1): 26~28.

共引文献17

同被引文献46

引证文献8

二级引证文献24

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部