Adaptive Target Detection With Polarimetric FDA-MIMO Radar

The problem of adaptive radar detection with a polarimetric frequency diverse array multiple-input multiple-output radar is addressed in this article. At the design stage, the target detection problem is formulated as a composite hypothesis test, with the unknowns given by the target angle, incremental range (target displacement with respect to the center of the occupied range cell), and scattering matrix, as well as the interference covariance matrix. The formulated detection problem is handled by resorting to suboptimal design strategies based on the generalized likelihood ratio criterion. The resulting detectors demand, under the $H_\mathrm{{1}}$ hypothesis, the solution of a box-constrained optimization problem for which several iterative techniques, i.e., the linearized array manifold, the gradient projection method, and the coordinate descent algorithms, are exploited. At the analysis stage, the performance of the proposed architectures, which ensure the bounded constant false alarm rate property, is evaluated via Monte Carlo simulations and compared with the benchmarks in both white and colored disturbance.

[1]  Augusto Aubry,et al.  Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar , 2021, IEEE Transactions on Aerospace and Electronic Systems.

[2]  Augusto Aubry,et al.  GLRT-Based Adaptive Target Detection in FDA-MIMO Radar , 2021, IEEE Transactions on Aerospace and Electronic Systems.

[3]  Hing Cheung So,et al.  Suppression of Mainbeam Deceptive Jammer With FDA-MIMO Radar , 2020, IEEE Transactions on Vehicular Technology.

[4]  Cheng Wang,et al.  FDA‐MIMO for joint angle and range estimation: unfolded coprime framework and parameter estimation algorithm , 2020 .

[5]  Jingwei Xu,et al.  Transceive Beamforming With Accurate Nulling in FDA-MIMO Radar for Imaging , 2020, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Bhavani Shankar,et al.  Optimum Design for Sparse FDA-MIMO Automotive Radar , 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

[7]  Juting Wang,et al.  Angle-Polarization-Range Estimation Using Sparse Polarization Sensitive FDA-MIMO Radar With Co-Prime Frequency Offsets , 2019, IEEE Access.

[8]  Antonio De Maio,et al.  Censoring Outliers in Radar Data: An Approximate ML Approach and its Analysis , 2019, IEEE Transactions on Aerospace and Electronic Systems.

[9]  Shunping Xiao,et al.  Generalised polarimetric whitening filter for polarimetric MIMO radar detection , 2019, IET Radar, Sonar & Navigation.

[10]  Augusto Aubry,et al.  A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems , 2018, IEEE Transactions on Signal Processing.

[11]  Braham Himed,et al.  COMPRESSED SENSING BASED JOINT DOA AND POLARIZATION ANGLE ESTIMATION FOR SPARSE ARRAYS WITH DUAL-POLARIZED ANTENNAS , 2018, 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[12]  Binbin Li,et al.  Successive ESPRIT Algorithm for Joint DOA-Range-Polarization Estimation With Polarization Sensitive FDA-MIMO Radar , 2018, IEEE Access.

[13]  Wen-Qin Wang,et al.  Search-Free DOD, DOA and Range Estimation for Bistatic FDA-MIMO Radar , 2018, IEEE Access.

[14]  Wen-qin Wang,et al.  FDA-MIMO Radar Range–Angle Estimation: CRLB, MSE, and Resolution Analysis , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[15]  Yougen Xu,et al.  Polarimetric detection and range estimation for a point-like target in non-Gaussian clutter , 2017 .

[16]  Ijaz Mansoor Qureshi,et al.  Development of frequency diverse array radar technology: a review , 2017 .

[17]  Athina P. Petropulu,et al.  Polarimetric Detection in Compound Gaussian Clutter With Kronecker Structured Covariance Matrix , 2017, IEEE Transactions on Signal Processing.

[18]  Fulvio Gini,et al.  Frequency Diverse Coprime Arrays With Coprime Frequency Offsets for Multitarget Localization , 2017, IEEE Journal of Selected Topics in Signal Processing.

[19]  Shefeng Yan,et al.  Polarimetric detection and range estimation of a point-like target , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[20]  Lei Huang,et al.  Joint Range and Angle Estimation Using MIMO Radar With Frequency Diverse Array , 2015, IEEE Transactions on Signal Processing.

[21]  Wen-Qin Wang,et al.  Frequency Diverse Array Antenna: New Opportunities , 2015, IEEE Antennas and Propagation Magazine.

[22]  Stephen J. Wright Coordinate descent algorithms , 2015, Mathematical Programming.

[23]  Amir Beck,et al.  Introduction to Nonlinear Optimization - Theory, Algorithms, and Applications with MATLAB , 2014, MOS-SIAM Series on Optimization.

[24]  Hugh D. Griffiths,et al.  Frequency Diverse MIMO Techniques for Radar , 2013, IEEE Transactions on Aerospace and Electronic Systems.

[25]  Zhi-Quan Luo,et al.  A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization , 2012, SIAM J. Optim..

[26]  L. Kong,et al.  Rao and wald tests design of polarimetric multiple-input multiple-output radar in compound-gaussian clutter , 2011 .

[27]  Antonio De Maio,et al.  Rao Test for Adaptive Detection in Gaussian Interference With Unknown Covariance Matrix , 2007, IEEE Transactions on Signal Processing.

[28]  K. Gerlach,et al.  Efficient robust AMF using the FRACTA algorithm , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[29]  A. Maio,et al.  Statistical analysis of real clutter at different range resolutions , 2004, IEEE Transactions on Aerospace and Electronic Systems.

[30]  G. Alfano,et al.  Polarization diversity detection in compound-Gaussian clutter , 2004, IEEE Transactions on Aerospace and Electronic Systems.

[31]  G. Alfano,et al.  Polarization diversity detection of distributed targets in compound-Gaussian clutter , 2004 .

[32]  Giuseppa Alfano,et al.  Polarimetric adaptive detection in non-Gaussian noise , 2003, Signal Process..

[33]  Giuseppe Ricci,et al.  A polarimetric adaptive matched filter , 2001, Signal Process..

[34]  Pierfrancesco Lombardo,et al.  Adaptive polarimetric target detection with coherent radar , 2000, Record of the IEEE 2000 International Radar Conference [Cat. No. 00CH37037].

[35]  William L. Melvin,et al.  Screening among Multivariate Normal Data , 1999 .

[36]  D. McLaughlin,et al.  Performance of the GLRT for adaptive vector subspace detection , 1996 .

[37]  Hong Wang,et al.  Polarization-space-time domain generalized likelihood ratio detection of radar targets , 1995, Signal Process..

[38]  Arye Nehorai,et al.  Vector-sensor array processing for electromagnetic source localization , 1994, IEEE Trans. Signal Process..

[39]  U. Nickel,et al.  Monopulse estimation with adaptive arrays , 1993 .

[40]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[41]  R. Compton,et al.  Angle and polarization estimation using ESPRIT with a polarization sensitive array , 1991 .

[42]  G. J. Owirka,et al.  Optimal polarimetric processing for enhanced target detection , 1991, NTC '91 - National Telesystems Conference Proceedings.

[43]  Thomas Kailath,et al.  ESPRIT-estimation of signal parameters via rotational invariance techniques , 1989, IEEE Trans. Acoust. Speech Signal Process..

[44]  Leslie M. Novak,et al.  Studies of target detection algorithms that use polarimetric radar data , 1988 .

[45]  E. J. Kelly An Adaptive Detection Algorithm , 1986, IEEE Transactions on Aerospace and Electronic Systems.

[46]  R. Bansal,et al.  Antenna theory; analysis and design , 1984, Proceedings of the IEEE.

[47]  R.C. Davis,et al.  Angle Estimation with Adaptive Arrays in External Noise Fields , 1976, IEEE Transactions on Aerospace and Electronic Systems.

[48]  Bang Huang,et al.  Adaptive Moving Target Detection Without Training Data for FDA-MIMO Radar , 2021, IEEE Transactions on Vehicular Technology.

[49]  Lei Liu,et al.  Target Detection Performance Analysis of FDA-MIMO Radar , 2019, IEEE Access.

[50]  Antonio De Maio,et al.  Modern Radar Detection Theory , 2015 .

[51]  Shuzhong Zhang,et al.  Maximum Block Improvement and Polynomial Optimization , 2012, SIAM J. Optim..

[52]  William L. Melvin,et al.  Principles of Modern Radar: Advanced techniques , 2012 .

[53]  Harry L. Van Trees,et al.  Optimum Array Processing: Part IV of Detection, Estimation, and Modulation Theory , 2002 .

[54]  Daniel R. Fuhrmann,et al.  A CFAR adaptive matched filter detector , 1992 .