Detail publikace

Design of Two-channel Half-band Bank of Digital Filters using Optimization Methods

Originální název

Design of Two-channel Half-band Bank of Digital Filters using Optimization Methods

Anglický název

Design of Two-channel Half-band Bank of Digital Filters using Optimization Methods

Jazyk

en

Originální abstrakt

The paper deals with the optimization of the criterial function of a two-channel bank of digital filters with perfect reconstruction (PR) and with limiting conditions given by the required frequency processing of the input signal. The bank of digital filters has been derived from the basic low-pass filter with transfer function H0(z). This filter defines the initial impulse characteristic and, at the same time, determines the properties of the whole bank. The functionality and universality of the given approach of the optimum design are demonstrated on several typical examples. Genetic algorithms are used for the selection of correctly conditional initial optimization conditions. Two- and multi-channel banks of digital filters are used frequently, in particular in telecommunications in signal compression and its extraction from noise, in communication technology, in biomedicine, etc. These filter banks are often associated with the wavelet transform, which defines directly individual impulse characteristics of digital filters in the bank. Our approach is more general, with the optimization process being used to determine individual impulse characteristics of partial filters in the bank

Anglický abstrakt

The paper deals with the optimization of the criterial function of a two-channel bank of digital filters with perfect reconstruction (PR) and with limiting conditions given by the required frequency processing of the input signal. The bank of digital filters has been derived from the basic low-pass filter with transfer function H0(z). This filter defines the initial impulse characteristic and, at the same time, determines the properties of the whole bank. The functionality and universality of the given approach of the optimum design are demonstrated on several typical examples. Genetic algorithms are used for the selection of correctly conditional initial optimization conditions. Two- and multi-channel banks of digital filters are used frequently, in particular in telecommunications in signal compression and its extraction from noise, in communication technology, in biomedicine, etc. These filter banks are often associated with the wavelet transform, which defines directly individual impulse characteristics of digital filters in the bank. Our approach is more general, with the optimization process being used to determine individual impulse characteristics of partial filters in the bank

Dokumenty

BibTex


@inproceedings{BUT18346,
  author="Radek {Kubásek} and Zdeněk {Smékal} and Eva {Gescheidtová} and Karel {Bartušek}",
  title="Design of Two-channel Half-band Bank of Digital Filters using Optimization Methods",
  annote="The paper deals with the optimization of the
criterial function of a two-channel bank of digital
filters with perfect reconstruction (PR) and with
limiting conditions given by the required frequency
processing of the input signal. The bank of digital
filters has been derived from the basic low-pass filter
with transfer function H0(z). This filter defines the
initial impulse characteristic and, at the same time,
determines the properties of the whole bank. The
functionality and universality of the given approach of
the optimum design are demonstrated on several
typical examples. Genetic algorithms are used for the
selection of correctly conditional initial optimization
conditions. Two- and multi-channel banks of digital
filters are used frequently, in particular in
telecommunications in signal compression and its
extraction from noise, in communication technology,
in biomedicine, etc. These filter banks are often
associated with the wavelet transform, which defines
directly individual impulse characteristics of digital
filters in the bank. Our approach is more general,
with the optimization process being used to determine
individual impulse characteristics of partial filters in
the bank
",
  address="IEEE Computer Society",
  booktitle="ICN 06",
  chapter="18346",
  institution="IEEE Computer Society",
  year="2006",
  month="april",
  pages="1",
  publisher="IEEE Computer Society",
  type="conference paper"
}