Design and Implementation of Synthetic Aperture Radar (SAR) Field-Programmable Gate Array (FPGA)-Based Processor

被引:4
作者
Chan, Yee Kit [1 ]
Lee, Yung Chong [2 ]
Koo, Voon Chet [1 ]
机构
[1] Multimedia Univ, Fac Engn & Technol, Melaka 75450, Malaysia
[2] iRadar Sdn Bhd, Melaka 75450, Malaysia
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 04期
关键词
synthetic aperture radar (SAR); field-programmable gate array (FPGA); SAR processor; CHIRP SCALING APPROACH; CORRELATION ALGORITHM; DOPPLER;
D O I
10.3390/app12041808
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application Real-Time Processor for Synthetic Aperture Radar. Synthetic aperture radar (SAR) is a unique imaging radar system that is capable of obtaining high-resolution images by using signal-processing techniques while operating in all weather and in the absence of a light source. The potential of SAR in a wide range of applications has led to new challenges in digital SAR processor design. On-board storage of SAR raw data is often not practical for real-time applications. The design of digital SAR processors is always restricted by the available space of the carrier system, data transfer rate, payload capacity and on-board power supplies. As reported in the literature, although customized hardware solutions could offer the desired performance, they are not feasible for low-volume production. This research aims to design and develop an efficient digital SAR processor by using field-programmable gate array (FPGA) with the consideration of hardware resources, processing speed and precision. In this paper, a hardware implementation of an FPGA-based SAR processor is presented. The implementation and architecture of the proposed SAR processor are highlighted in this paper. A MATLAB-based SAR processing range-Doppler algorithm (RDA) was developed as the benchmark for the development of an SAR processor. The target device, Altera Stratix IV GX FPGA EP4SGX230KF40C2, was selected for the design and implementation of an FPGA-based SAR processor. Comprehensive evaluations of the performance of the proposed SAR processor in terms of precision, timing performance and hardware resource utilizations are also presented. The proposed FPGA-based digital SAR processor achieves optimum performance in processing SAR signals for image formation. Evaluation shows that the designed SAR processor is capable of processing SAR images with +/- 1% difference error as compared to SAR images processed by MATLAB. The results also show a reduction in hardware usage via the implementation of an FPGA-based FFT/IFFT coprocessor. These promising results prove that the performance of the proposed processor is satisfactory and the achieved processing time, as well as the power consumption of the processor, outperformed existing implementations.
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页数:18
相关论文
共 39 条
[21]  
Long T, 2019, CHINA COMMUN, V16, P105, DOI 10.12676/j.cc.2019.02.008
[22]   Onboard Radar Processor Development for Rapid Response to Natural Hazards [J].
Lou, Yunling ;
Clark, Duane ;
Marks, Phillip ;
Muellerschoen, Ronald J. ;
Wang, Charles C. .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (06) :2770-2776
[23]  
Meisl P. G., 1996, Proceedings of the 1996 International Conference on Parallel Processing. Vol.2 Algorithms and Applications, P124, DOI 10.1109/ICPP.1996.537391
[24]   Extended chirp scaling algorithm for air- and spaceborne SAR data processing in stripmap and ScanSAR imaging modes [J].
Moreira, A ;
Mittermayer, J ;
Scheiber, R .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (05) :1123-1136
[25]   AIRBORNE SAR PROCESSING OF HIGHLY SQUINTED DATA USING A CHIRP SCALING APPROACH WITH INTEGRATED MOTION COMPENSATION [J].
MOREIRA, A ;
HUANG, YH .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (05) :1029-1040
[26]  
Nolte N, 2004, INT GEOSCI REMOTE SE, P1514
[27]  
PRATI C, 1990, 1990 IEEE INTERNATIONAL SYMP ON CIRCUITS AND SYSTEMS, VOLS 1-4, P2905, DOI 10.1109/ISCAS.1990.112618
[28]   FOCUSING SAR DATA WITH TIME-VARYING DOPPLER CENTROID [J].
PRATI, C ;
ROCCA, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (03) :550-559
[29]   PRECISION SAR PROCESSING USING CHIRP SCALING [J].
RANEY, RK ;
RUNGE, H ;
BAMLER, R ;
CUMMING, IG ;
WONG, FH .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (04) :786-799
[30]   AN EXACT WIDE FIELD DIGITAL IMAGING ALGORITHM [J].
RANEY, RK .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1992, 13 (05) :991-998