A New Azimuth Ambiguity Suppression Algorithm for Surface Current Measurement in Coastal Waters and Rivers With Along-track InSAR

We present a new algorithm for suppressing azimuth ambiguities when measuring surface currents with an along-track interferometric (ATI) synthetic aperture radar in heterogeneous scenes, such as coastal waters or rivers. The key of the proposed algorithm involves a careful analysis of a parameter called the eigenvalue spectrum entropy (EVSE), which is defined as the entropy of the eigenvalue spectrum of the ATI covariance matrix computed in the Doppler domain. The physical meaning of EVSE is that it serves as a descriptor for the degree to which an unambiguous signal component and an ambiguous one are mixed. With the help of EVSE, azimuth ambiguities can be suppressed. Simulation results demonstrate that as compared with the conventional ATI method without azimuth ambiguity suppression, the proposed algorithm allows for a pronounced improvement in the current measuring accuracy. Other advantages of the proposed algorithm lie in the fact that it is not only adaptive, due to its ability to automatically capture the useful Doppler band whose width and position may both vary for different radar and scene parameters, but it also needs a minimal number of user inputs, making it a quite attractive algorithm for routine implementation.

[1]  Steffen Suchandt,et al.  High-Resolution Surface Current Mapping Using TanDEM-X ATI , 2014 .

[2]  Helko Breit,et al.  Automatic Extraction of Traffic Flows Using TerraSAR-X Along-Track Interferometry , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Donald R. Thompson,et al.  Ocean surface features and currents measured with synthetic aperture radar interferometry and HF radar , 1996 .

[4]  F. Rocca,et al.  SAR data focusing using seismic migration techniques , 1991 .

[5]  Jakov V. Toporkov,et al.  Sea surface velocity vector retrieval using dual-beam interferometry: first demonstration , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Ishuwa C. Sikaneta,et al.  Optimum SAR/GMTI Processing and Its Application to the Radar Satellite RADARSAT-2 for Traffic Monitoring , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[7]  T. Barnett,et al.  Measurements of wind-wave growth and swell decay during the Joint North Sea Wave Project (JONSWAP) , 1973 .

[8]  V. Klemas,et al.  Remote Sensing of Coastal and Ocean Currents: An Overview , 2012 .

[9]  K. Dagestad,et al.  Simulation of radar backscatter and Doppler shifts of wave-current interaction in the presence of strong tidal current , 2012 .

[10]  Roland Romeiser,et al.  Numerical study on the along-track interferometric radar imaging mechanism of oceanic surface currents , 2000, IEEE Trans. Geosci. Remote. Sens..

[11]  Laurent Ferro-Famil,et al.  Efficient SAR Raw Data Generation for Anisotropic Urban Scenes Based on Inverse Processing , 2009, IEEE Geoscience and Remote Sensing Letters.

[12]  R. Romeiser Current measurements by airborne along-track InSAR: measuring technique and experimental results , 2005, IEEE Journal of Oceanic Engineering.

[13]  Paul R. Pinet,et al.  Invitation To Oceanography , 1996 .

[14]  Steffen Suchandt,et al.  Ocean Surface Observations Using the TanDEM-X Satellite Formation , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[15]  J. R. Jensen,et al.  Synthetic aperture radar interferometry applied to ship‐generated internal waves in the 1989 Loch Linnhe experiment , 1993 .

[16]  Ishuwa C. Sikaneta,et al.  A Generalization of DPCA Processing for Multichannel SAR/GMTI Radars , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[17]  Yijun He,et al.  SAR Raw Data Simulation for Ocean Scenes Using Inverse Omega-K Algorithm , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[18]  Bertrand Chapron,et al.  Direct measurements of ocean surface velocity from space: Interpretation and validation , 2005 .

[19]  M. Seymour,et al.  Maximum likelihood estimation for SAR interferometry , 1994, Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium.

[20]  David M. Fratantoni,et al.  North Atlantic surface circulation during the 1990's observed with satellite-tracked drifters , 2001 .

[21]  Roland Romeiser,et al.  Current Measurements in Rivers by Spaceborne Along-Track InSAR , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Gerhard Krieger,et al.  First Spaceborne Demonstration of Digital Beamforming for Azimuth Ambiguity Suppression , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Zheng Bao,et al.  Effects of Doppler Aliasing on Baseline Estimation in Multichannel SAR-GMTI and Solutions to Address These Effects , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[24]  Adriano Camps,et al.  Dual-beam interferometry for ocean surface current vector mapping , 2001, IEEE Trans. Geosci. Remote. Sens..

[25]  Eric Pottier,et al.  An entropy based classification scheme for land applications of polarimetric SAR , 1997, IEEE Trans. Geosci. Remote. Sens..

[26]  Michael Eineder,et al.  Mapping of tidal currents with SAR along track interferometry , 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

[27]  Ernesto Rodriguez,et al.  Two-dimensional surface currents using vector along-track interferometry , 1995 .

[28]  Ian G. Cumming,et al.  Digital Processing of Synthetic Aperture Radar Data: Algorithms and Implementation , 2005 .

[29]  D. Ross,et al.  On the detectability of ocean surface waves by real and synthetic aperture radar , 1981 .

[30]  Andrea Monti Guarnieri,et al.  Adaptive removal of azimuth ambiguities in SAR images , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[31]  Michael Eineder,et al.  Current measurements by SAR along-track interferometry from a Space Shuttle , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[32]  S. Suchandt,et al.  First Analysis of TerraSAR-X Along-Track InSAR-Derived Current Fields , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[33]  J. Wright A new model for sea clutter , 1968 .

[34]  J. Johannessen,et al.  Mapping the Agulhas Current from space: An assessment of ASAR surface current velocities , 2010 .

[35]  Russell Tessier,et al.  A pod-based dual-beam SAR , 2004, IEEE Geoscience and Remote Sensing Letters.

[36]  Roland Romeiser,et al.  Theoretical Evaluation of Several Possible Along-Track InSAR Modes of TerraSAR-X for Ocean Current Measurements , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[37]  Cristian Rossi,et al.  Quality Assessment of Surface Current Fields From TerraSAR-X and TanDEM-X Along-Track Interferometry and Doppler Centroid Analysis , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[38]  R. Goldstein,et al.  Interferometric radar measurement of ocean surface currents , 1987, Nature.

[39]  Roland Romeiser Reprocessing of TerraSAR-X divided-Antenna mode data for current retrievals in coastal areas and rivers , 2016 .

[40]  R. Raney,et al.  Theory of synthetic aperture radar ocean imaging: A MARSEN view , 1985 .