Presentation 1995/5/25
Optimization of Multi-dimensional Filter Banks Using Cyclostationary Spectral Analysis
Shuichi Ohno, Hideaki Sakai,
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Abstract(in English) The perfect reconstruction (PR) filter banks have now a great importance in multirate signal processing. Many attempts have been made to generalize from the results of one-dimensional system. In this paper, the multi-dimensional systems are studied from stochastic point of view. At first the multi-dimensional cyclostationary process is introduced to analyze filter banks since the output of a filter bank for a stationary input is cyclostationary. Then the spectral correlation density of this output is presented. Using these results we propose a criterion to construct an optimal multi-dimensional PR filter banks which minimizes the averaged mean squared reconstruction error when some subband signals are dropped.
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Keyword(in English) filter bank / perfect reconstruction / multi-dimensional system / cyclostationarity / optimization
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Committee DSP
Conference Date 1995/5/25(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Optimization of Multi-dimensional Filter Banks Using Cyclostationary Spectral Analysis
Sub Title (in English)
Keyword(1) filter bank
Keyword(2) perfect reconstruction
Keyword(3) multi-dimensional system
Keyword(4) cyclostationarity
Keyword(5) optimization
1st Author's Name Shuichi Ohno
1st Author's Affiliation Dept. of Information Science Faculty of Science, Shimane Univ.()
2nd Author's Name Hideaki Sakai
2nd Author's Affiliation Dept. of Applied Math. & Physics Faculty of Enginerring, Kyoto Univ.
Date 1995/5/25
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Volume (vol) vol.95
Number (no) 67
Page pp.pp.-
#Pages 8
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