Real-Time Implementation of UWB-OFDM SAR Imaging System Using Shared Memory Based FPGA
关键词:
Field Programmable Gate Araay (FPGA), Orthogonal Frequency Division Multiplexing (OFDM), Synthetic Aperture Radar (SAR), Ultra-Wideband (UWB)摘要
This paper presents a novel technique for FPGA based implementation of highresolution SAR system using UWB-OFDM architecture. Greater computation time and larger memory requirement are the main difficulties in processing large amount of raw data in real-time SAR imaging. Significant part of the computation time is related to range and azmuth compression of raw SAR data which in turns heavily depends on computing FFT, IFFT and complex multiplication. A shared memory based FPGA model is developed using Xilinx block-set that provides real-time SAR imaging with higher accuracy and less computation time. The design procedures are straightforward and can be applied to practical SAR system for real-time imaging. The model is designed as hardware co-simulation using Xilinx system generator and implemented on Xilinx Virtex-6 ML605 FPGA.
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参考
M. Soumekh, “Synthetic aperture radar signal processing,” A Wiley-Interscience Publication, United States of America, 1999.
J. D. Taylor, “Ultra-wideband radar technology,” CRC Press, 2000.
L. Hanzo, M. Münster, B. Choi, and T. Keller, “OFDM and MC-CDMA,” Wiley, March 2004.
M. A. Hossain, I. Elshafiey, and M. A. Alkanhal, “High resolution UWB SAR based on OFDM architecture,” 2011 3rd International Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), pp. 1-4, 2011.
M. A. Hossain, I. Elshafiey, M. A. Alkanhal, and A. Mabrouk, “Anti-jamming capabilities of UWB-OFDM SAR,” 2011 European Radar Conference (EuRAD), pp. 313-316, 2011.
C. Le, S. Chan, F. Cheng, W. Fang, M. Fischman, S. Hensley, R. Johnson, M. Jourdan, M. Marina, and B. Parham, “Onboard FPGA-based SAR processing for future spaceborne systems,” 2004.
X. Xiao, R. Zhang, X. Yang, and G. Zhang, “Realization of SAR real-time processor by FPGA,” In IGARSS 2004 IEEE International Geoscience and Remote Sensing Symposium, pp. 3942-3944, 2004.
J. Greco, G. Cieslewski, A. Jacobs, I. A. Troxel, and A. D. George, “Hardware/software interface for high-performance space computing with FPGA coprocessors,” In Aerospace Conference, 2006 IEEE, p. 10, 2006.
M. Di Bisceglie, M. Di Santo, C. Galdi, R. Lanari, and N. Ranaldo, “Synthetic aperture radar processing with GPGPU,” Signal Processing Magazine, IEEE, vol. 27, pp. 69-78, 2010.
A. Capozzoli, C. Curcio, and A. Liseno, “GPUbased ω-k tomographic processing by 1D nonuniform FFTs,” Progress In Electromagnetics Research M, vol. 23, pp. 279-298, 2012.
Xilinx Inc. (January, Xilinx Website. [Online], “Xilinx ISE design suite 13.4,” http://www.xilinx.com/.
I. G. Cumming and F. H. C. Wong, “Digital processing of synthetic aperture radar data: algorithms and implementation,” Artech House, 2005.