Direct sampling method via Landweber iteration for an absorbing scatterer with a conductive boundary
Rafael Ceja Ayala, Isaac Harris, Andreas Kleefeld

TL;DR
This paper introduces a novel direct sampling method combining Landweber iteration and the factorization method for reconstructing absorbing scatterers with conductive boundaries, validated through theoretical analysis and numerical experiments.
Contribution
It establishes a new Landweber-based direct sampling indicator and connects it with the factorization method for improved inverse shape reconstruction.
Findings
The new method provides stable reconstructions.
Theoretical connection between Landweber iteration and factorization method.
Numerical examples demonstrate effective reconstruction performance.
Abstract
In this paper, we consider the inverse shape problem of recovering isotropic scatterers with a conductive boundary condition. Here, we assume that the measured far-field data is known at a fixed wave number. Motivated by recent work, we study a new direct sampling indicator based on the Landweber iteration and the factorization method. Therefore, we prove the connection between these reconstruction methods. The method studied here falls under the category of qualitative reconstruction methods where an imaging function is used to recover the absorbing scatterer. We prove stability of our new imaging function as well as derive a discrepancy principle for recovering the regularization parameter. The theoretical results are verified with numerical examples to show how the reconstruction performs by the new Landweber direct sampling method.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNumerical methods in inverse problems · Ultrasonics and Acoustic Wave Propagation · Microwave Imaging and Scattering Analysis
