A Fast SAR Imaging Method for Ground Moving Target Using a Second-Order WVD Transform

In synthetic aperture radar (SAR) imaging of a ground moving target, long-time coherent integration may effectively improve the imaging quality, whereas the imaging performance may severely degrade due to the range migration and the Doppler frequency migration. In this paper, a novel motion parameter estimation method named second-order Wigner-Ville distribution (SoWVD) transform is proposed, and then, a new SAR imaging method based on the SoWVD for a ground moving target is developed. As a modified Wigner-Ville distribution method, the SoWVD method can estimate the motion parameter without the search procedure, which achieves motion parameter estimation by Fourier transform operations in the 2-D frequency plane with respect to the slow time and the delay time. In addition, it can effectively recognize the cross terms based on multiple symmetrical properties of the peaks in the 2-D frequency domain. Both simulated and real data processing results are presented to validate the proposed imaging method.

[1]  Guisheng Liao,et al.  Geometry-Information-Aided Efficient Radial Velocity Estimation for Moving Target Imaging and Location Based on Radon Transform , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Jian Yang,et al.  Detection and Imaging of Ground Moving Targets With Real SAR Data , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Mengdao Xing,et al.  Robust Ground Moving-Target Imaging Using Deramp–Keystone Processing , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[4]  Ning Xue,et al.  An analysis of time-frequency methods in SAR imaging of moving targets , 2000, Proceedings of the 2000 IEEE Sensor Array and Multichannel Signal Processing Workshop. SAM 2000 (Cat. No.00EX410).

[5]  Gilda Schirinzi,et al.  GLRT Detection of Moving Targets via Multibaseline Along-Track Interferometric SAR Systems , 2012, IEEE Geoscience and Remote Sensing Letters.

[6]  You He,et al.  Detection of a Low Observable Sea-Surface Target With Micromotion via the Radon-Linear Canonical Transform , 2014, IEEE Geoscience and Remote Sensing Letters.

[7]  Alexander M. Haimovich,et al.  Reduced-rank STAP performance analysis , 2000, IEEE Trans. Aerosp. Electron. Syst..

[8]  Yingning Peng,et al.  Radon-Fourier Transform for Radar Target Detection (II): Blind Speed Sidelobe Suppression , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[9]  Zang Tie-fei,et al.  Estimating the Doppler frequency rate for spaceborne SAR data with a new approach , 2001, 2001 CIE International Conference on Radar Proceedings (Cat No.01TH8559).

[10]  John C. Curlander,et al.  Synthetic Aperture Radar: Systems and Signal Processing , 1991 .

[11]  Guisheng Liao,et al.  Ground Moving Targets Imaging Algorithm for Synthetic Aperture Radar , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[12]  Benjamin Friedlander,et al.  The discrete polynomial-phase transform , 1995, IEEE Trans. Signal Process..

[13]  Yingning Peng,et al.  Radar Maneuvering Target Motion Estimation Based on Generalized Radon-Fourier Transform , 2012, IEEE Transactions on Signal Processing.

[14]  Gang Li,et al.  A Velocity Estimation Algorithm of Moving Targets using Single Antenna SAR , 2009, IEEE Transactions on Aerospace and Electronic Systems.

[15]  T. Abatzoglou Fast Maximnurm Likelihood Joint Estimation of Frequency and Frequency Rate , 1986, IEEE Transactions on Aerospace and Electronic Systems.

[16]  J. Angeby Estimating signal parameters using the nonlinear instantaneous least squares approach , 2000 .

[17]  R.C. DiPietro,et al.  Extended factored space-time processing for airborne radar systems , 1992, [1992] Conference Record of the Twenty-Sixth Asilomar Conference on Signals, Systems & Computers.

[18]  T. Abatzoglou,et al.  "Fast maximum likelihood joint estimation of frequency and frequency rate" , 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[19]  Airborne Missile Range Migration Compensation and Doppler Ambiguity Resolution by Keystone Transform , 2006 .

[20]  Bill Moran,et al.  Location and Imaging of Moving Targets using Nonuniform Linear Antenna Array SAR , 2007 .

[21]  Xiang-Gen Xia,et al.  A quantitative analysis of SNR in the short-time Fourier transform domain for multicomponent signals , 1998, IEEE Trans. Signal Process..

[22]  Yingning Peng,et al.  Radon-Fourier Transform for Radar Target Detection, I: Generalized Doppler Filter Bank , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[23]  Jian Li,et al.  SAR image formation via semiparametric spectral estimation , 1999 .

[24]  Ishuwa C. Sikaneta,et al.  Two-Step Detector for RADARSAT-2's Experimental GMTI Mode , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[25]  Xiang-Gen Xia,et al.  Quantitative SNR analysis for ISAR imaging using joint time-frequency analysis-Short time Fourier transform , 2002 .

[26]  Richard Klemm,et al.  Introduction to space-time adaptive processing , 1998 .

[27]  Andrew K. Chan,et al.  Linear frequency-modulated signal detection using Radon-ambiguity transform , 1998, IEEE Trans. Signal Process..

[28]  Krzysztof S. Kulpa,et al.  Radar Detection of Helicopters with Application of CLEAN Method , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[29]  Benjamin Friedlander,et al.  Maximum likelihood estimation, analysis, and applications of exponential polynomial signals , 1999, IEEE Trans. Signal Process..

[30]  Benjamin Friedlander,et al.  Asymptotic statistical analysis of the high-order ambiguity function for parameter estimation of polynomial-phase signals , 1996, IEEE Trans. Inf. Theory.

[31]  Hongqiang Wang,et al.  SAR/MMTI: An extension to conventional SAR/GMTI and a combination of SAR and micro-motion techniques , 2009 .

[32]  R. P. Perry,et al.  SAR imaging of moving targets , 1999 .

[33]  I. Djurovic,et al.  Integrated Cubic Phase Function for Linear FM Signal Analysis , 2010, IEEE Transactions on Aerospace and Electronic Systems.

[34]  Sergio Barbarossa,et al.  Detection and imaging of moving objects with synthetic aperture radar. Part 2: Joint time-frequency analysis by Wigner-Ville distribution , 1992 .

[35]  H.S.C. Wang Mainlobe clutter cancellation by DPCA for space-based radars , 1991, 1991 IEEE Aerospace Applications Conference Digest.

[36]  Sergio Barbarossa,et al.  Analysis of multicomponent LFM signals by a combined Wigner-Hough transform , 1995, IEEE Trans. Signal Process..

[37]  Ran Tao,et al.  ISAR Imaging of a Ship Target Based on Parameter Estimation of Multicomponent Quadratic Frequency-Modulated Signals , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[38]  Renbiao Wu,et al.  Approach for single channel SAR ground moving target imaging and motion parameter estimation , 2007 .

[39]  Peter Jung,et al.  Weighted Norms of Ambiguity Functions and Wigner Distributions , 2006, 2006 IEEE International Symposium on Information Theory.

[40]  Vito Pascazio,et al.  Estimation of Radial Velocity of Moving Targets by Along-Track Interferometric SAR Systems , 2008, IEEE Geoscience and Remote Sensing Letters.

[41]  Yong Wang,et al.  ISAR Imaging of a Ship Target Using Product High-Order Matched-Phase Transform , 2009, IEEE Geoscience and Remote Sensing Letters.

[42]  Gang Li,et al.  Doppler Keystone Transform: An Approach Suitable for Parallel Implementation of SAR Moving Target Imaging , 2008, IEEE Geoscience and Remote Sensing Letters.

[43]  Hongqiang Wang,et al.  Angular extent effect of micromotion target in SAR image by polar format algorithm , 2014 .

[44]  Xiang-Gen Xia,et al.  A quantitative SNR analysis for the pseudo Wigner-Ville distribution , 1999, IEEE Trans. Signal Process..

[45]  Gang Li,et al.  Doppler Keystone Transform for SAR Imaging of Moving Targets , 2008, 2008 Congress on Image and Signal Processing.

[46]  Xiaotao Huang,et al.  New Approach for SAR Imaging of Ground Moving Targets Based on a Keystone Transform , 2011, IEEE Geoscience and Remote Sensing Letters.

[47]  Peter O'Shea,et al.  A fast algorithm for estimating the parameters of a quadratic FM signal , 2004, IEEE Transactions on Signal Processing.

[48]  You He,et al.  Maneuvering Target Detection via Radon-Fractional Fourier Transform-Based Long-Time Coherent Integration , 2014, IEEE Transactions on Signal Processing.

[49]  Dong Yang,et al.  A New Method for Radar High-Speed Maneuvering Weak Target Detection and Imaging , 2014, IEEE Geoscience and Remote Sensing Letters.

[50]  John C. Wood,et al.  Radon transformation of time-frequency distributions for analysis of multicomponent signals , 1994, IEEE Trans. Signal Process..