Multipulse Adaptive Coherence for Detection in Wind Turbine Clutter

Radar tracking of aircraft targets at low elevation angles can be complicated by clutter from wind turbines, which we define to be clutter. In this paper, we study detection in a staring pulse-Doppler radar. By exploiting the second-order correlation structure of this wind-turbine clutter we derive a target detector that uses a sequence of adaptive coherence scores. The detector uses a multipulse coherence statistic consisting of an incoherent geometric average of coherently computed adaptive coherence scores. The detector compares favorably to a multipulse coherence detector that uses no modeling or estimation of the clutter.

[1]  Richard Crossley,et al.  Wind Turbine Blade Design , 2012 .

[2]  B. Isom,et al.  Detailed Observations of Wind Turbine Clutter with Scanning Weather Radars , 2009 .

[3]  Olivier Besson,et al.  Fluctuating Target Detection in Fluctuating $K$-Distributed Clutter , 2015, IEEE Signal Processing Letters.

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

[5]  Louis L. Scharf,et al.  Multipulse subspace detectors , 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

[6]  C. A. Jackson,et al.  Options for mitigation of the effects of windfarms on radar sytems , 2007 .

[7]  Louis L. Scharf,et al.  The CFAR adaptive subspace detector is a scale-invariant GLRT , 1999, IEEE Trans. Signal Process..

[8]  L.L. Scharf,et al.  Adaptive coherence estimation for radar signal processing , 1996, Conference Record of The Thirtieth Asilomar Conference on Signals, Systems and Computers.

[9]  Faruk Uysal,et al.  Signal decomposition for wind turbine clutter mitigation , 2014, 2014 IEEE Radar Conference.

[10]  E. Conte,et al.  Adaptive matched filter detection in spherically invariant noise , 1996, IEEE Signal Processing Letters.

[11]  R. Palmer,et al.  Automatic Detection of Wind Turbine Clutter for Weather Radars , 2010 .

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

[13]  E J Kelly,et al.  Adaptive Detection and Parameter Estimation for Multidimensional Signal Models , 1989 .

[14]  L.L. Scharf,et al.  Adaptive matched subspace detectors and adaptive coherence estimators , 1996, Conference Record of The Thirtieth Asilomar Conference on Signals, Systems and Computers.

[15]  Marcin Luczak,et al.  Wind turbine model validation by full-scale vibration test , 2010 .

[16]  A. D. Siggia,et al.  Gaussian model adaptive processing (GMAP) for improved ground clutter cancellation and moment calculation , 2004 .

[17]  Louis L. Scharf,et al.  The adaptive coherence estimator: a uniformly most-powerful-invariant adaptive detection statistic , 2005, IEEE Transactions on Signal Processing.

[18]  Yan Zhang,et al.  Wind Turbine Clutter mitigation for weather radar by Adaptive Spectrum Processing , 2012, 2012 IEEE Radar Conference.

[19]  Mohammed Jahangir Target centric wide-area 3-D surveillance using a non-scanning multibeam receiver array , 2015, 2015 IEEE Radar Conference (RadarCon).

[20]  H. Ling,et al.  Investigation of Doppler Features From Wind Turbine Scattering , 2010, IEEE Antennas and Wireless Propagation Letters.

[21]  Louis L. Scharf,et al.  Adaptive subspace detectors , 2001, IEEE Trans. Signal Process..

[22]  Mitigation of wind turbine clutter in C-band weather radars for different rainfall rates , 2009, 2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009).

[23]  Hao Ling,et al.  Application of Near-Field to Far-Field Transformation to Doppler Features From Wind Turbine Scattering , 2012, IEEE Transactions on Antennas and Propagation.

[24]  Irving S. Reed,et al.  A new CFAR detection test for radar , 1991, Digit. Signal Process..

[25]  W.L. Melvin,et al.  Knowledge-aided signal processing: a new paradigm for radar and other advanced sensors , 2006, IEEE Transactions on Aerospace and Electronic Systems.

[26]  David Calkins,et al.  Radar-cross-section reduction of wind turbines. part 1. , 2012 .

[27]  R.D. Palmer,et al.  Wind turbine clutter mitigation using fully adaptive arrays , 2008, 2008 European Radar Conference.

[28]  Mohammed Jahangir,et al.  The practicality and benefit of a 3-D wide-area persistent surveillance micro-Doppler radar , 2015, 2015 16th International Radar Symposium (IRS).

[29]  Louis L. Scharf,et al.  Matched subspace detectors , 1994, IEEE Trans. Signal Process..

[30]  Automatic Detection of Wind Turbine Clutter Using Doppler Spectral Features , 2009 .

[31]  J. Perry,et al.  Wind Farm Clutter Mitigation in Air Surveillance Radar , 2007, 2007 IEEE Radar Conference.

[32]  G. Greving,et al.  Radar and wind turbines — RCS theory and results for objects on the ground and in finite distances , 2011, 2011 MICROWAVES, RADAR AND REMOTE SENSING SYMPOSIUM.

[33]  Robert D. Palmer,et al.  Range-Doppler domain signal processing to mitigate wind turbine clutter , 2011, 2011 IEEE RadarCon (RADAR).

[34]  Characterization and mitigation of wind turbine clutter on the WSR-88D network , 2007 .

[35]  Marco Lops,et al.  Asymptotically optimum radar detection in compound-Gaussian clutter , 1995 .

[36]  Hao Ling,et al.  Signal filtering technique to remove Doppler clutter caused by wind turbines , 2012 .