一種基于快速分解后向投影的條帶SAR成像新方法
doi: 10.11999/JEIT141633 cstr: 32379.14.JEIT141633
基金項(xiàng)目:
國(guó)家自然科學(xué)基金(61301280)
Innovative Strategy for Stripmap SAR Imaging Using Fast Factorized Back-projection
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摘要: 快速分解后向投影(Fast Factorized Back-Projection, FFBP)最初用于超寬帶SAR成像,并在聚束SAR信號(hào)處理領(lǐng)域取得了巨大的成功。然而,由于積分孔徑和角域升采樣的限制,F(xiàn)FBP算法難以直接用于條帶SAR處理。為了提高FFBP算法在條帶SAR處理的實(shí)用性,該文從積分孔徑和角域波數(shù)帶寬的角度出發(fā),提出一種適用于條帶SAR處理的重疊圖像法。該方法極大地保留FFBP算法的運(yùn)算效率,有效地避免因角域升采樣帶來(lái)數(shù)據(jù)量大的問(wèn)題。最后,通過(guò)斜視條帶SAR仿真實(shí)驗(yàn)驗(yàn)證了該方法的有效性。
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關(guān)鍵詞:
- 合成孔徑雷達(dá) /
- 后向投影積分 /
- 快速分解后向投影 /
- 積分孔徑 /
- 角波數(shù)帶寬
Abstract: Fast Factorized Back-Projection (FFBP) is originally developed for Ultra-WideBand (UWB) Synthetic Aperture Radar (SAR), and it shows great success for spotlight SAR signal processing. However, its implementation is not straightforward for stripmap SAR due to the limitation of integration aperture and angular upsampling. To investigate the applicability of FFBP to stripmap SAR, this paper describes a reasonable implementation of overlapped-image method based on integration aperture and angular wavenumber bandwidth. This approach retains high efficiency of the original FFBP. Finally, the simulated squinted SAR data are utilized to verify the effectiveness of the proposed method. -
Cumming I G and Wong F H. Digital Signal Processing of Synthetic Aperture Radar Data: Algorithms and Implementation[M]. Boston, MA: Artech House, 2005: 5-7. Shippey G, Banks S, and Pihl J. SAS image reconstruction using fast polar back projection: comparisons with fast factored back projection and Fourier-domain imaging[C]. IEEE Oceans 2005-Europe, Brest, France, 2005: 96-101. Jakowatz C V and Doren N. Comparison of polar formatting and back-projection algorithms for spotlight-mode SAR image formation[J]. SPIE, 2006, Vol. 6237: 62370H-1- 62370H-7. 胡建民, 王巖飛, 李和平. 基于回波數(shù)據(jù)的超高分辨率SAR通道相位誤差估計(jì)與補(bǔ)償[J]. 電子與信息學(xué)報(bào), 2012, 34(7): 1602-1608. Hu Jian-min, Wang Yan-fei, and Li He-ping. Channel phase error estimation and compensation for ultra-high resolution SAR based on echo data[J]. Journal of Electronics Information Technology, 2012, 34(7): 1602-1608. 吳明宇, 楊桃麗, 吳順君, 等. 星載多通道高分辨率寬測(cè)繪帶SAR系統(tǒng)運(yùn)動(dòng)目標(biāo)檢測(cè)方法[J]. 電子與信息學(xué)報(bào), 2014, 36(2): 441-444. Wu Ming-yu, Yang Tao-li, Wu Shun-jun, et al.. Ground moving target indication for spaceborne multi-channel high resolution wide swath SAR system[J]. Journal of Electronics Information Technology, 2014, 36(2): 441-444. 冉金和, 張劍云, 武擁軍. 機(jī)載并行雙站大斜視SAR兩步式成像算法[J]. 電子與信息學(xué)報(bào), 2014, 36(5): 1036-1043. Ran Jin-he, Zhang Jian-yun, and Wu Yong-jun. Two-step imaging algorithm for airborne parallel high squint SAR[J]. Journal of Electronics Information Technology, 2014, 36(5): 1036-1043. 潘舟浩, 李道京, 劉波, 等. 基于BP 算法和時(shí)變基線的機(jī)載InSAR 數(shù)據(jù)處理方法研究[J]. 電子與信息學(xué)報(bào), 2014, 36(7): 1585-1591. Pan Zhou-hao, Li Dao-jing, Liu Bo, et al.. Processing of the airborne InSAR data based on the BP algorithm and the time-varying baseline[J]. Journal of Electronics Information Technology, 2014, 36(7): 1585-1591. Gorham L A, Majumder U K, Buxa P et al.. Implementation and analysis of a fast backprojection algorithm[J]. SPIE, 2006, Vol. 6237: 62370G-1-62370G-8. Yegulalp A F. Fast backprojection algorithm radar for synthetic aperture radar[C]. Proceedings of IEEE Radar Conference, Waltham, MA, USA, 1999: 60-65. Ulander L M H, Hellsten H, and Stenstr?m G. Synthetic-aperture radar processing using fast factorized back-projection[J]. IEEE Transactions on Aerospace and Electronic Systems, 2003, 39(3): 760-776. Carrara W G, Goodman R S, and Majewski R M. Spotlight Synthetic Aperture Radar: Signal Processing Algorithm[M]. Boston, MA: Artech House, 1995. Ulander L M H, Fr?lind P O, and Mursin D. Fast factorized backprojection algorithm for processing microwave SAR data[C]. Proceedings of 6th European Conference on Synthetic Aperture Radar, Dresden, Germany, 2006: 577-580. Moon K and Long D G. A new factorized backprojection algorithm for stripmap synthetic aperture radar[J]. Positioning, 2013, 4(1): 42-56. Fr?lind P O and Ulander L M H. Evaluation of angular interpolation kernels in fast back-projection SAR processing[J]. IEE Proceedings-Radar, Sonar and Navigation, 2006, 153(3): 243-249. Zhang Lei, Li Hao-lin, and Qiao Zhi-jun. A fast BP algorithm with wavenumber spectrum fusion for high-resolution spotlight SAR imaging[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(9): 1460-1464. 李浩林, 張磊, 楊磊. 一種改進(jìn)的快速分解后向投影SAR成像算法[J]. 電子與信息學(xué)報(bào), 2013, 35(6): 1435-1441. Li Hao-lin, Zhang Lei, and Yang Lei. A novel fast factorized back-projection algorithm for synthetic aperture radar imaging[J]. Journal of Electronics Information Technology, 2013, 35(6): 1435-1441. -
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