Uncertainty in time-frequency representations on finite Abelian groups and applications

被引:32
|
作者
Krahmer, Felix [2 ]
Pfander, Goetz E. [1 ]
Rashkov, Peter [1 ]
机构
[1] Jacobs Univ, Sch Engn & Sci, D-28759 Bremen, Germany
[2] NYU, Courant Inst Math Sci, New York, NY 10012 USA
关键词
uncertainty principles; short-time Fourier transforms; Gabor frames; sparsity; signal recovery;
D O I
10.1016/j.acha.2007.09.008
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Classical and recent results on uncertainty principles for functions on finite Abelian groups relate the cardinality of the support of a function to the cardinality of the support of its Fourier transform. We obtain corresponding results relating the support sizes of functions and their short-lime Fourier transforms. We use our findings to construct a class of equal norm tight Gabor frames that are maximally robust to erasures. Also, we discuss consequences of our findings to the theory of recovering and storing signals with sparse time-frequency representations. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:209 / 225
页数:17
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