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- Title
Boundary Control Approach to the Spectral Estimation Problem: The Case of Simple Poles.
- Authors
Avdonin, Sergei; Bulanova, Anna; Nicolsky, Dmitry
- Abstract
A new approach to the spectral estimation problem is proposed. Our approach is based on the Boundary Control method. We show that the problem of decomposition of a signal modeled by a linear combination of exponentials can be reduced to an identification problem for a discrete time linear dynamical system. It follows that values of exponentials can be found solving a generalized eigenvalue problem as in Matrix Pencil method. We also give exact formulas for the amplitudes and consider the case of nonuniform sampling. The companion paper focuses on the case of polynomial amplitudes.
- Subjects
ESTIMATION theory; MATRIX pencils; MATHEMATICAL decomposition; MATHEMATICAL models; AMPLITUDE modulation
- Publication
Sampling Theory in Signal & Image Processing, 2009, Vol 8, Issue 3, p225
- ISSN
1530-6429
- Publication type
Academic Journal
- DOI
10.1007/bf03549517