Minimal identification of sums of exponentials with unknown parameters
Abstract Sums of real and complex exponentials are ubiquitous in mathematics. Given an arbitrary linear combination of N exponentials, in this paper we demonstrate how the unknown parameters in the exponents and the coefficients of this series may be obtained from sampled values of the function at arbitrary <m:math xmlns:m="http://www.w3.org/1998/Math/MathML"> <m:mrow> <m:mn>2</m:mn> <m:mo></m:mo> <m:mi>N</m:mi> </m:mrow> </m:math> {2N} points. This result provides an alternative, more refined, solution to the De Prony problem (1795), where the latter is based on a finite difference scheme and requires uniform sampling.
Authors
- Farhad Jafari (ORCID: https://orcid.org/0000-0003-1256-2441)
- Pierce Ellingson (ORCID: https://orcid.org/0000-0003-4924-9678)
Institutions
- University of Wyoming (US)
- University of Minnesota (US)
- University of Minnesota Medical Center (US)
Publication Details
- Journal
- Journal of Inverse and Ill-Posed Problems
- Published
- 2025-06-27
- DOI
- https://doi.org/10.1515/jiip-2024-0074
- Citations
- 1
- Primary Topic
- Mathematical Analysis and Transform Methods
- Type
- article
- Field-Weighted Citation Impact
- 3.73