High-resolution imaging algorithm of high-speed maneuvering target with Doppler ambiguity removal
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摘要:
针对目标高速机动导致ISAR成像结果产生距离徙动(MTRC)和多普勒模糊的问题,提出一种新的高速机动目标ISAR成像方法,用于解算距离徙动下的多普勒模糊难题。首先,将原始信号变换至图像域,提取最强散射点,估计该点对应的信号调频率,并基于图像最大对比度准则估计多普勒模糊数。然后,重构回波信号的同时矫正距离徙动,并利用CLEAN技术降低运算量和减小噪声对成像结果的影响,获得高速机动目标无模糊的高分辨ISAR图像。仿真实验结果证明了所提方法的有效性和低信噪比下的强鲁棒性。
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关键词:
- ISAR成像 /
- 多普勒解模糊 /
- 距离徙动(MTRC)矫正 /
- 高速机动目标 /
- CLEAN技术
Abstract:A new ISAR imaging algorithm for high-speed maneuvering target is proposed to solve the Doppler ambiguity problem under Migration Through Range Cells (MTRC). First, the algorithm transforms the original signal to the image domain, then extracts the strongest scattering point, estimates the chirp rate of the point, and estimates the Doppler ambiguity number based on the maximum contrast criterion of the image. The next step is reconstructing the echo signal, correcting the MTRC, and using CLEAN technology to reduce computation and the impact of noise on imaging results. Finally, a high-resolution ISAR image without ambiguity for high-speed maneuvering target is obtained. The simulation results prove the algorithm's effectiveness and strong robustness under conditions of low signal-to-noise ratio.
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[1] 陈文驰, 保铮, 邢孟道.基于Keystone变换的低信噪比ISAR成像[J].西安电子科技大学学报, 2003, 30(2):155-159. doi: 10.3969/j.issn.1001-2400.2003.02.004CHEN W C, BAO Z, XING M D.Keystone transformation based ISAR imaging at the low SNR level[J].Journal of Xidian University, 2003, 30(2):155-159(in Chinese). doi: 10.3969/j.issn.1001-2400.2003.02.004 [2] CHEN Z B, LIN C, ZANG J F, et al.ISAR imaging based on divariate empirical mode decomposition and Wigner-Ville distribution[C]//2017 International Applied Computational Electromagnetics Society Symposium (ACES).Piscataway: : IEEE Press, 2017: 1-2. [3] LU H, ZHANG S S, KONG L K.A new WVD algorithm jointed CLEAN technique in ISAR imaging[C]//2012 Second International Conference on Intelligent System Design and Engineering Application.Piscataway: IEEE Press, 2012: 69-72. [4] WANG Y, JIANG Y C.ISAR imaging of maneuvering target based on the L-class of fourth-order complex-lag PWVD[J].IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(3):1518-1527. doi: 10.1109/TGRS.2009.2032296 [5] XING M, WU R, LI Y, et al.New ISAR imaging algorithm based on modified Wigner-Ville distribution[J].IET Radar, Sonar & Navigation, 2009, 3(1):70-80. doi: 10.1049/iet-rsn:20080003 [6] LI W C, WANG X S, WANG G Y.Scaled Radon-Wigner transform imaging and scaling of maneuvering target[J].IEEE Transactions on Aerospace and Electronic Systems, 2010, 46(4):2043-2051. doi: 10.1109/TAES.2010.5595613 [7] BAO Z, WANG G, LUO L.Inverse synthetic aperture radar imaging of maneuvering targets[J].Optical Engineering, 1998, 37(5):1582-1588. doi: 10.1117/1.601670 [8] 李东, 占木杨, 粟嘉, 等.一种基于相干积累CPF和NUFFT的机动目标ISAR成像新方法[J].电子学报, 2017, 45(9):2225-2232. doi: 10.3969/j.issn.0372-2112.2017.09.025LI D, ZHAN M Y, SU J, et al.A novel ISAR imaging method based on coherent integration CPF and NUFFT for maneuvering target[J].Acta Electronica Sinica, 2017, 45(9):2225-2232(in Chinese). doi: 10.3969/j.issn.0372-2112.2017.09.025 [9] WANG Y, ZHANG Q X, ZHAO B.ISAR imaging of target with complex motion based on novel approach for the parameters estimation of multi-component cubic phase signal[J].Multidimensional Systems and Signal Processing, 2018, 29:1285-1307. doi: 10.1007/s11045-017-0503-y [10] GUO B F, SUN H X, YIN W L, et al.ISAR imaging algorithm of maneuvering target based on matching Flourier transform[C]//2018 IEEE 4th International Conference on Computer and Communications (ICCC).Piscataway: IEEE Press, 2018: 1710-1714. [11] CHAN J J, CHEN J, WANG S L.Detection of ultra-high speed moving target based on matched Fourier transform[C]//2006 CIE International Conference on Radar.Piscataway: IEEE Press, 2006: 1240-1244. [12] LV Y K, WANG Y, WU Y H, et al.A novel inverse synthetic aperture radar imaging method for maneuvering targets based on modified chirp Fourier transform[J].Applied Sciences, 2018, 8(12):2443. doi: 10.3390/app8122443 [13] WU L, WEI X, YANG D, et al.ISAR imaging of targets with complex motion based on discrete chirp Fourier transform for cubic chirps[J].IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(10):4201-4212. doi: 10.1109/TGRS.2012.2189220 [14] WANG Y, JIANG Y C.ISAR imaging of ship target with complex motion based on new approach of parameters estimation for polynomial phase signal[J].EURASIP Journal on Advances in Signal Processing, 2011, 11(1):1-9. doi: 10.1155/2011/425203 [15] WANG Y, ABDELKADER A C, ZHAO B, et al.ISAR imaging of maneuvering targets based on the modified discrete polynomial-phase transform[J].Sensors, 2015, 15(9):22401-22418. doi: 10.3390/s150922401 [16] 阿里谢里夫·阿卜杜勒卡德.基于多分量三次相位信号的机动目标ISAR成像[D].哈尔滨: 哈尔滨工业大学, 2018: 23-39.ABDELKADER A C.ISAR imaging of maneuvering target based on multi-component cubic phase signal[D].Harbin: Harbin Institute of Technology, 2018: 23-39(in Chinese). [17] 吕倩.基于参数估计的运动目标多维ISAR成像技术研究[D].西安: 西安电子科技大学, 2018: 13-24.LV Q.Research on multi-dimensional ISAR imaging based on motion parameter estimation[D].Xi'an: Xidian University, 2018: 13-24(in Chinese). [18] LEI Z.Quadratic frequency modulation signals parameter estimation based on product high order ambiguity function-modified integrated cubic phase function[J].Information, 2019, 10(4):140-149. doi: 10.3390/info10040140 [19] HUANG D R, ZHANG L, XING M D, et al.Doppler ambiguity removal and ISAR imaging of group targets with sparse decomposition[J].IET Radar, Sonar & Navigation, 2016, 10(9):1711-1719. doi: 10.1049/iet-rsn.2016.0036 [20] LIU L, ZHOU F, TAO M L, et al.A novel method for multi-targets ISAR imaging based on particle swarm optimization and modified CLEAN technique[J].IEEE Sensors Journal, 2016, 16(1):97-108. doi: 10.1109/JSEN.2015.2478808 [21] 阮航, 吴彦鸿, 叶伟.基于FRFT-CLEAN的机动目标逆合成孔径激光雷达成像算法[J].电子与信息学报, 2013, 35(7):1540-1546. doi: 10.3724/SP.J.1146.2012.01423RUAN H, WU Y H, YE W.Inverse synthetic aperture ladar imaging algorithm for maneuvering target based on FRFT-CLEAN[J].Journal of Electronics and Information Technology, 2013, 35(7):1540-1546(in Chinese). doi: 10.3724/SP.J.1146.2012.01423 [22] 保铮, 邢孟道, 王彤.雷达成像技术[M].北京:电子工业出版社, 2005:24-30.BAO Z, XING M D, WANG T.Radar imaging technology[M].Beijing:Punlishing House of Electronics Industry, 2005:24-30(in Chinese).