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Metaplectic Gabor Frames of Wigner-Decomposable Distributions

Capitolo di libro
Data di Pubblicazione:
2025
Abstract:
Metaplectic Wigner distributions generalize the most popular time-frequency representations, such as the short-time Fourier transform (STFT) and τ-Wigner distributions, using metaplectic operators. However, for a metaplectic Wigner distribution to measure the local time-frequency concentration of signals, the additional property of shift-invertibility is fundamental. In addition, metaplectic atoms provide different ways to model signals. Namely, signals can be written as discrete superpositions of these operators, providing original ways to represent signals, with applications to machine learning, signal analysis, theory of pseudodifferential operators, to mention a few. Among all shift-invertible distributions, Wigner-decomposable metaplectic Wigner distributions provide the most straightforward generalization of the STFT. In this work, we focus on metaplectic atoms of Wigner-decomposable shift-invertible metaplectic distributions and characterize the associated metaplectic Gabor frames.
Tipologia CRIS:
02A-Contributo in volume
Keywords:
Frames; metaplectic group; modulation spaces; symplectic group; Time-frequency analysis
Elenco autori:
Cordero E.; Giacchi G.
Autori di Ateneo:
CORDERO Elena
Link alla scheda completa:
https://iris.unito.it/handle/2318/2055210
Titolo del libro:
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pubblicato in:
LECTURE NOTES IN COMPUTER SCIENCE
Journal
LECTURE NOTES IN COMPUTER SCIENCE
Series
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PE1_8 - Analysis - (2024)

SCIENZE MATEMATICHE, CHIMICHE, FISICHE - Teorie e modelli Matematici
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