High-Resolution Interferometric Synthetic Aperture Imaging in Scattering Media

The goal of synthetic aperture imaging is to estimate the reflectivity of a remote region of interest by processing data gathered with a moving sensor which emits periodically a signal and records the backscattered wave. We introduce and analyze a high-resolution interferometric method for synthetic aperture imaging through an unknown scattering medium which distorts the wave. The method builds on the coherent interferometric (CINT) approach which uses empirical cross-correlations of the measurements to mitigate the distortion, at the expense of a loss of resolution of the image. The new method shows that, while mitigating the wave distortion, it is possible to obtain a robust and sharp estimate of the modulus of the Fourier transform of the reflectivity function. A high-resolution image can then be obtained by a phase retrieval algorithm.

[1]  Yu. A. Kravtsov,et al.  Principles of statistical radiophysics. 4. Wave propagation through random media. , 1989 .

[2]  Josselin Garnier,et al.  Fourth-Moment Analysis for Wave Propagation in the White-Noise Paraxial Regime , 2014, 1410.6907.

[3]  R. A. Silverman,et al.  Wave Propagation in a Turbulent Medium , 1961 .

[4]  S. M. Rytov,et al.  Principles of statistical radiophysics , 1987 .

[5]  R. J.,et al.  Reconstruction of a complex-valued object from the modulus of its Fourier transform using a support constraint , 2002 .

[6]  W. Brown Synthetic Aperture Radar , 1967, IEEE Transactions on Aerospace and Electronic Systems.

[7]  Akira Ishimaru,et al.  Wave propagation and scattering in random media , 1997 .

[8]  J R Fienup,et al.  Phase retrieval algorithms: a comparison. , 1982, Applied optics.

[9]  Liliana Borcea,et al.  Adaptive interferometric imaging in clutter and optimal illumination , 2006 .

[10]  J. Garnier,et al.  Coherent interferometric imaging for synthetic aperture radar in the presence of noise , 2008 .

[11]  George Papanicolaou,et al.  Passive Imaging with Ambient Noise , 2016 .

[12]  G. Papanicolaou,et al.  Enhanced statistical stability in coherent interferometric imaging , 2011 .

[13]  M. V. Rossum,et al.  Multiple scattering of classical waves: microscopy, mesoscopy, and diffusion , 1998, cond-mat/9804141.

[14]  Ilker Kocyigit,et al.  Passive Array Imaging in Random Media , 2018, IEEE Transactions on Computational Imaging.

[15]  Yonina C. Eldar,et al.  Phase Retrieval with Application to Optical Imaging: A contemporary overview , 2015, IEEE Signal Processing Magazine.

[16]  Margaret Cheney,et al.  A Mathematical Tutorial on Synthetic Aperture Radar , 2001, SIAM Rev..

[17]  J R Fienup,et al.  Reconstruction of an object from the modulus of its Fourier transform. , 1978, Optics letters.

[18]  A. M. Kowalczyk,et al.  Phase Retrieval for a Complex-Valued Object Using a Low-Resolution Image , 1990, Signal Recovery and Synthesis III.