On Recovery of Discrete Time Signals with Single-Point Spectrum Degeneracy
The paper studies recoverability of missing values for sequences in a pathwise setting without probabilistic assumptions. Sufficient conditions of recoverability are obtained; it is shown that square summable sequences are recoverable if the Z -transforms vanish at a single point. The recovery is ba...
Gespeichert in:
Veröffentlicht in: | Circuits, systems, and signal processing systems, and signal processing, 2022-04, Vol.41 (4), p.2136-2151 |
---|---|
1. Verfasser: | |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The paper studies recoverability of missing values for sequences in a pathwise setting without probabilistic assumptions. Sufficient conditions of recoverability are obtained; it is shown that square summable sequences are recoverable if the
Z
-transforms vanish at a single point. The recovery is based on a new family of transfer functions defined by locations of missing values. Some robustness of the solution with respect to noise contamination and truncation is established. |
---|---|
ISSN: | 0278-081X 1531-5878 |
DOI: | 10.1007/s00034-021-01879-3 |