Localized subclasses of quadratic time-frequency representations

Antonia Papandreou-Suppappola, Robin L. Murray, G. Faye Boudreaux-Bartels

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

We discuss the existence of classes of quadratic time-frequency representations (QTFRs), e.g. Cohen, power, and generalized time-shift covariant, that satisfy a time-frequency (TF) concentration property. This important property yields perfect QTFR concentration along group delay curves. It also (1) simplifies the QTFR formulation and property kernel constraints as the kernel reduces from 2-D to 1-D, (2) reduces the QTFR computational complexity, and (3) yields simplified design algorithms. We derive the intersection of Cohen's class with the new power exponential class, and show that it belongs to Cohen's localized-kernel subclass. In addition to the TF shift covariance and concentration properties, these intersection QTFRs preserve power exponential time shifts, important for analyzing signals passing through exponentially dispersive systems.

Original languageEnglish (US)
Title of host publicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Editors Anon
PublisherIEEE
Pages2041-2044
Number of pages4
Volume3
StatePublished - 1997
Externally publishedYes
EventProceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP. Part 1 (of 5) - Munich, Ger
Duration: Apr 21 1997Apr 24 1997

Other

OtherProceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP. Part 1 (of 5)
CityMunich, Ger
Period4/21/974/24/97

Fingerprint

Group delay
Computational complexity
intersections
shift
frequency shift
formulations
curves

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering
  • Acoustics and Ultrasonics

Cite this

Papandreou-Suppappola, A., Murray, R. L., & Boudreaux-Bartels, G. F. (1997). Localized subclasses of quadratic time-frequency representations. In Anon (Ed.), ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (Vol. 3, pp. 2041-2044). IEEE.

Localized subclasses of quadratic time-frequency representations. / Papandreou-Suppappola, Antonia; Murray, Robin L.; Boudreaux-Bartels, G. Faye.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. ed. / Anon. Vol. 3 IEEE, 1997. p. 2041-2044.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Papandreou-Suppappola, A, Murray, RL & Boudreaux-Bartels, GF 1997, Localized subclasses of quadratic time-frequency representations. in Anon (ed.), ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. vol. 3, IEEE, pp. 2041-2044, Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP. Part 1 (of 5), Munich, Ger, 4/21/97.
Papandreou-Suppappola A, Murray RL, Boudreaux-Bartels GF. Localized subclasses of quadratic time-frequency representations. In Anon, editor, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. IEEE. 1997. p. 2041-2044
Papandreou-Suppappola, Antonia ; Murray, Robin L. ; Boudreaux-Bartels, G. Faye. / Localized subclasses of quadratic time-frequency representations. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. editor / Anon. Vol. 3 IEEE, 1997. pp. 2041-2044
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