Coarse-to-fine coherent integration method for radar maneuvering target with complex motion

Abstract. In recent years, target detection has drawn increasing attention in the field of radar signal processing. We consider the problem of coherent integration for detecting a highly maneuvering target with complex motion, involving range migration (RM), linear Doppler frequency migration, and quadratic Doppler frequency migration within the coherent interval. Owing to the different sensitivity of the envelope and phase to the target motion, the parametric and nonparametric models are, respectively, established. A coarse-to-fine integration algorithm is correspondingly proposed. Specifically, the keystone transform and fold factor searching are first utilized to remove the parametric RM and to achieve coarse integration. Then, the embedded phase gradient autofocus is applied to estimate the nonparametric nonlinear Doppler phase and realize refined integration. Compared with several representative algorithms, the proposed method could achieve a good trade-off between computational complexity and detection performance. Moreover, this method can be easily extended to detect a high-order maneuvering target. Finally, both simulations and real data experiments are presented to demonstrate the effectiveness of the proposed method.

[1]  Zhi Sun,et al.  A Coherent Detection and Velocity Estimation Algorithm for the High-Speed Target Based on the Modified Location Rotation Transform , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[2]  Tao Su,et al.  Novel Fast Coherent Detection Algorithm for Radar Maneuvering Target With Jerk Motion , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[3]  Fabiola Colone,et al.  Lagrange-Polynomial-Interpolation-Based Keystone Transform for a Passive Radar , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[4]  Zhi Sun,et al.  Computationally efficient coherent detection and parameter estimation algorithm for maneuvering target , 2019, Signal Process..

[5]  Karl Gerlach,et al.  Fast converging adaptive processor or a structured covariance matrix , 2000, IEEE Trans. Aerosp. Electron. Syst..

[6]  Qing Huo Liu,et al.  Radar High-Speed Maneuvering Target Detection Based on Three-Dimensional Scaled Transform , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[7]  Xiang-Gen Xia,et al.  Long-Time Coherent Integration for Weak Maneuvering Target Detection and High-Order Motion Parameter Estimation Based on Keystone Transform , 2016, IEEE Transactions on Signal Processing.

[8]  Zhi Sun,et al.  Radar Detection and Parameter Estimation of High-Speed Target Based on MART-LVT , 2019, IEEE Sensors Journal.

[9]  Wei Yi,et al.  A low complexity coherent integration method for maneuvering target detection , 2016, Digit. Signal Process..

[10]  Charles V. Jakowatz,et al.  Phase gradient autofocus-a robust tool for high resolution SAR phase correction , 1994 .

[11]  Duncan A. Robertson,et al.  Range autofocus for linearly frequency-modulated continuous wave radar , 2011 .

[12]  Augusto Aubry,et al.  A Geometric Approach to Covariance Matrix Estimation and its Applications to Radar Problems , 2017, IEEE Transactions on Signal Processing.

[13]  Augusto Aubry,et al.  Optimality Claims for the FML Covariance Estimator with respect to Two Matrix Norms , 2013, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Qing Huo Liu,et al.  ISAR Imaging of Targets With Complex Motion Based on the Chirp Rate–Quadratic Chirp Rate Distribution , 2014, IEEE Transactions on Geoscience and Remote Sensing.

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

[16]  Guisheng Liao,et al.  Fast non-searching method for ground moving target refocusing and motion parameters estimation , 2018, Digit. Signal Process..

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

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

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

[20]  Olivier Besson,et al.  Regularized Covariance Matrix Estimation in Complex Elliptically Symmetric Distributions Using the Expected Likelihood Approach - Part 1: The Over-Sampled Case , 2012, IEEE Trans. Signal Process..

[21]  Wei Yi,et al.  Fast coherent integration for maneuvering target with high-order range migration via TRT-SKT-LVD , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[22]  Jin Ping Sun,et al.  Polynomial Radon-Polynomial Fourier Transform for Near Space Hypersonic Maneuvering Target Detection , 2018, IEEE Transactions on Aerospace and Electronic Systems.

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

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

[25]  R. Tao,et al.  Analysing and compensating the effects of range and Doppler frequency migrations in linear frequency modulation pulse compression radar , 2011 .

[26]  Ke Jin,et al.  Coherent Integration for Radar High-Speed Maneuvering Target Based on Frequency-Domain Second-Order Phase Difference , 2019 .

[27]  Wei Yi,et al.  Fast Non-Searching Method for Maneuvering Target Detection and Motion Parameters Estimation , 2016, IEEE Transactions on Signal Processing.

[28]  Wei Yi,et al.  Manoeuvring target detection based on keystone transform and Lv's distribution , 2016 .

[29]  Wei Yi,et al.  Coherent Integration for Maneuvering Target Detection Based on Radon-Lv’s Distribution , 2015, IEEE Signal Processing Letters.

[30]  Vishal Monga,et al.  Rank-Constrained Maximum Likelihood Estimation of Structured Covariance Matrices , 2014, IEEE Transactions on Aerospace and Electronic Systems.

[31]  Qing Huo Liu,et al.  Radar High-Speed Target Detection Based on the Frequency-Domain Deramp-Keystone Transform , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[32]  Ran Tao,et al.  Detection of high-speed and accelerated target based on the linear frequency modulation radar , 2014 .

[33]  Tao Su,et al.  Radar high-speed maneuvering target detection based on joint second-order keystone transform and modified integrated cubic phase function , 2016 .

[34]  Jian Xie,et al.  Detection of constant radial acceleration weak target via IAR-FRFT , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[35]  Daiyin Zhu,et al.  A Keystone Transform Without Interpolation for SAR Ground Moving-Target Imaging , 2007, IEEE Geoscience and Remote Sensing Letters.

[36]  Augusto Aubry,et al.  Radar Phase Noise Modeling and Effects-Part I : MTI Filters , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[37]  Marco Lops,et al.  Biparametric CFAR procedures for lognormal clutter , 1993 .

[38]  Yingning Peng,et al.  Radon-Fourier Transform for Radar Target Detection (III): Optimality and Fast Implementations , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[39]  Qing Huo Liu,et al.  Radar High-Speed Target Detection Based on the Scaled Inverse Fourier Transform , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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