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Proceedings Paper

Reducing noise in the time-frequency representation using sparsity promoting kernel design
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Paper Abstract

Missing samples in the time domain introduce noise-like artifacts in the ambiguity domain due to their de facto zero values assumed by the bilinear transform. These artifacts clutter the dual domain of the time-frequency signal representation and obscures the time-frequency signature of single and multicomponent signals. In order to suppress the artifacts influence, we formulate a problem based on the sparsity aware kernel. The proposed kernel design is more robust to the artifacts caused by the missing samples.

Paper Details

Date Published: 23 May 2014
PDF: 6 pages
Proc. SPIE 9109, Compressive Sensing III, 91090B (23 May 2014); doi: 10.1117/12.2050894
Show Author Affiliations
Branka Jokanović, Villanova Univ. (United States)
Moeness G. Amin, Villanova Univ. (United States)
Yimin D. Zhang, Villanova Univ. (United States)

Published in SPIE Proceedings Vol. 9109:
Compressive Sensing III
Fauzia Ahmad, Editor(s)

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