4.7 Article

An Analytic Wavelet Transform With a Flexible Time-Frequency Covering

Journal

IEEE TRANSACTIONS ON SIGNAL PROCESSING
Volume 61, Issue 5, Pages 1131-1142

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSP.2012.2232655

Keywords

Analytic wavelet frame; chirplet; rational dilation; rational sampling factor; pitch-shifting

Funding

  1. TUBITAK 3501 project [110E240]

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We develop a rational-dilation wavelet transform for which the dilation factor, the Q-factor and the redundancy can be easily specified. The introduced transform contains Hilbert transform pairs of atoms, therefore it is also suitable for oscillatory signal processing. The transform may be modified to obtain a tight chirplet frame for discrete-time signals. A fast implementation, that makes use of an equivalent filter bank, makes the transform suitable for long signals. Examples on natural signals are provided to demonstrate the utility of the transform.

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