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An iterative approach to monochromatic phaseless inverse scattering

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Agaltsov,  Alexey
Max Planck Institute for Solar System Research, Max Planck Society;

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Citation

Agaltsov, A., Hohage, T., & Novikov, R. G. (2019). An iterative approach to monochromatic phaseless inverse scattering. Inverse Problems, 35(2): 024001. doi:10.1088/1361-6420/aaf097.


Cite as: http://hdl.handle.net/21.11116/0000-0006-540C-F
Abstract
This paper is concerned with the inverse problem to recover a compactly supported Schrödinger potential given the differential scattering cross section, i.e. the modulus, but not the phase of the scattering amplitude. To compensate for the missing phase information we assume additional measurements of the differential cross section in the presence of known background objects. We propose an iterative scheme for the numerical solution of this problem and prove that it converges globally of arbitrarily high order depending on the smoothness of the unknown potential as the energy tends to infinity. At fixed energy, however, the proposed iteration does not converge to the true solution even for exact data. Nevertheless, numerical experiments show that it yields remarkably accurate approximations with small computational effort even for moderate energies. At small noise levels it may be worth to improve these approximations by a few steps of a locally convergent iterative regularization method, and we demonstrate to which extent this reduces the reconstruction error.