A Characterization of Metaplectic Time-Frequency Representations
Karlheinz Gr\"ochenig, Irina Shafkulovska

TL;DR
This paper characterizes all time-frequency representations that are covariant under time-frequency shifts, showing they are essentially multiples of metaplectic representations, thus providing a comprehensive understanding of their structure.
Contribution
It provides a complete characterization of covariant time-frequency representations, identifying them as multiples of metaplectic representations, which advances theoretical understanding in the field.
Findings
All covariant time-frequency representations are multiples of metaplectic representations.
The characterization applies to weak*-continuous bilinear mappings.
This unifies various time-frequency representations under a common framework.
Abstract
We characterize all time-frequency representations that satisfy a general covariance property: any weak*-continuous bilinear mapping that intertwines time-frequency shifts on the configuration space with time-frequency shifts on phase space is a multiple of a metaplectic time-frequency representation.
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Taxonomy
TopicsNeural Networks and Applications · Time Series Analysis and Forecasting
