Analysis of 1/f processes

E. Shusterman*, M. Feder

*Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

Abstract

1/f processes can be very useful in modeling processes with long term correlation. We propose a simple yet efficient algorithm for analysis and synthesis of these processes. Unlike previous techniques, our analysis procedure generates uncorrelated decomposition coefficients for the 1/f process. This is done by taking into account, and then removing, the residual correlation between the wavelet components. The analysis procedure is the major contribution of this work. The proposed synthesis algorithm, which is a by-product of the proposed analysis algorithm, is competitive with other techniques. These procedures can be very useful in different fractal signal processing applications.

Original languageEnglish
Pages201-204
Number of pages4
StatePublished - 1996
EventProceedings of the 1996 IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis - Paris, Fr
Duration: 18 Jun 199621 Jun 1996

Conference

ConferenceProceedings of the 1996 IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis
CityParis, Fr
Period18/06/9621/06/96

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