A three-stage numerical pipeline, WKB phase retrieval plus Fourier dimension reduction plus Carleman convexification, recovers scatterer location and contrast from phaseless 3D backscattering data.
A global approach for the inverse scattering problem using a Carleman contraction map
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abstract
This paper addresses the inverse scattering problem in the domain Omega. The input data, measured outside Omega, involve the waves generated by the interaction of plane waves with various directions and unknown scatterers fully occluded inside Omega. The output of this problem is the spatially dielectric constant of these scatterers. Our approach to solving this problem consists of two primary stages. Initially, we eliminate the unknown dielectric constant from the governing equation, resulting in a system of partial differential equations. Subsequently, we develop the Carleman contraction mapping method to effectively tackle this system. It is noteworthy to highlight this method's robustness. It does not request a precise initial guess of the true solution, and its computational cost is not expensive. Some numerical examples are presented.
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math.NA 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
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Inverse scattering without phase: Carleman convexification and phase retrieval via the Wentzel--Kramers--Brillouin approximation
A three-stage numerical pipeline, WKB phase retrieval plus Fourier dimension reduction plus Carleman convexification, recovers scatterer location and contrast from phaseless 3D backscattering data.