Increasing resolution and instability for linear inverse scattering problems
In this work we study the increasing resolution of linear inverse scattering problems at a large fixed frequency. We consider the problem of recovering the density of a Herglotz wave function, and the linearized inverse scattering problem for a potential. It is shown that the number of features that can be stably recovered (stable region) becomes larger as the frequency increases, whereas one has strong instability for the rest of the features (unstable region). To show this rigorously, we prove that the singular values of the forward operator stay roughly constant in the stable region and decay exponentially in the unstable region. The arguments are based on structural properties of the problems and they involve the Courant min-max principle for singular values, quantitative Agmon-Hörmander estimates, and a Schwartz kernel computation based on the coarea formula.
Authors
- Pu-Zhao Kow (ORCID: https://orcid.org/0000-0002-2990-3591)
- Sen Zou (ORCID: https://orcid.org/0000-0002-6593-0618)
- Mikko Salo (ORCID: https://orcid.org/0000-0002-3681-6779)
Institutions
- Fudan University (CN)
- National Chengchi University (TW)
- University of Jyväskylä (FI)
Publication Details
- Journal
- Journal of Functional Analysis
- Published
- 2025-03-05
- DOI
- https://doi.org/10.1016/j.jfa.2025.110923
- Citations
- 1
- Primary Topic
- Numerical methods in inverse problems
- Type
- article
- Field-Weighted Citation Impact
- 3.69
Funders
- Office of Research and Development
- North Carolina Central University
- National Chengchi University
- National Natural Science Foundation of China
- Academy of Finland
- National Science and Technology Council
- H2020 European Research Council