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...

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Veröffentlicht in:Circuits, systems, and signal processing systems, and signal processing, 2022-04, Vol.41 (4), p.2136-2151
1. Verfasser: Dokuchaev, Nikolai
Format: Artikel
Sprache:eng
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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