Retrieval of acoustic sources from multi-frequency phaseless data
Deyue Zhang, Yukun Guo, Jingzhi Li, Hongyu Liu

TL;DR
This paper introduces a novel method for reconstructing unknown acoustic sources from multi-frequency phaseless data by adding reference sources, enabling phase retrieval and stable inverse reconstruction.
Contribution
The paper proposes a new reference source technique that simplifies phase retrieval and improves stability in multi-frequency acoustic source reconstruction.
Findings
Method successfully retrieves phase information from phaseless data.
Reconstruction is fast, non-iterative, and easy to implement.
Numerical examples demonstrate effectiveness and robustness.
Abstract
This paper is concerned with the inverse source problem of reconstructing an unknown acoustic excitation from phaseless measurements of the radiated fields away at multiple frequencies. It is well known that the non-uniqueness issue is a major challenge associated with such an inverse problem. We develop a novel strategy to overcome this challenging problem by recovering the radiated fields via adding some reference point sources as extra artificial sources to the inverse source system. This novel reference source technique requires only a few extra data, and brings in a simple phase retrieval formula. The stability of this phase retrieval approach is rigorously analyzed. After the reacquisition of the phase information, the multi-frequency inverse source problem with recovered phase information is solved by the Fourier method, which is non-iterative, fast and easy to implement. Several…
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.
