Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm

Arnob Ghosh; Ritwik Giri; Aritra Chowdhury; Swagatam Das; Ajith Abraham

doi:10.1109/NABIC.2010.5716364

Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm

Arnob Ghosh, Ritwik Giri, Aritra Chowdhury, Swagatam Das, Ajith Abraham

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Scopus citations

Abstract

In this article, a modification of Differential Evolution (DE), Fitness-Adaptive Differential Evolution (FiADE) is used to design the quadrature mirror filter (QMF) banks with linear phase in frequency domain. The three main attributes used in assessing the performance of filter are reconstruction error, mean square error in pass band and mean square error in stop band. The proposed method produces better result than the result obtained by Particle Swarm Optimization (PSO). As compared to the existing methods this method is very simple to implement for the QMF bank optimization. To implement the proposed DE algorithm, a MATLAB program is developed and three examples have been presented to illustrate the performance of the proposed method.

Original language	English (US)
Title of host publication	Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010
Publisher	IEEE Computer Society
Pages	634-641
Number of pages	8
ISBN (Print)	9781424473762
DOIs	https://doi.org/10.1109/NABIC.2010.5716364
State	Published - 2010
Externally published	Yes

Publication series

Name	Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010

All Science Journal Classification (ASJC) codes

Computational Theory and Mathematics
Theoretical Computer Science

Keywords

Differential Evolution
Genetic algorithms
Quadrature mirror filters
Signal processing
Subband coding

Access to Document

10.1109/NABIC.2010.5716364

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Ghosh, A., Giri, R., Chowdhury, A., Das, S., & Abraham, A. (2010). Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. In Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010 (pp. 634-641). Article 5716364 (Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010). IEEE Computer Society. https://doi.org/10.1109/NABIC.2010.5716364

Ghosh, Arnob ; Giri, Ritwik ; Chowdhury, Aritra et al. / Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010. IEEE Computer Society, 2010. pp. 634-641 (Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010).

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abstract = "In this article, a modification of Differential Evolution (DE), Fitness-Adaptive Differential Evolution (FiADE) is used to design the quadrature mirror filter (QMF) banks with linear phase in frequency domain. The three main attributes used in assessing the performance of filter are reconstruction error, mean square error in pass band and mean square error in stop band. The proposed method produces better result than the result obtained by Particle Swarm Optimization (PSO). As compared to the existing methods this method is very simple to implement for the QMF bank optimization. To implement the proposed DE algorithm, a MATLAB program is developed and three examples have been presented to illustrate the performance of the proposed method.",

keywords = "Differential Evolution, Genetic algorithms, Quadrature mirror filters, Signal processing, Subband coding",

author = "Arnob Ghosh and Ritwik Giri and Aritra Chowdhury and Swagatam Das and Ajith Abraham",

year = "2010",

doi = "10.1109/NABIC.2010.5716364",

language = "English (US)",

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series = "Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010",

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pages = "634--641",

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Ghosh, A, Giri, R, Chowdhury, A, Das, S & Abraham, A 2010, Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. in Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010., 5716364, Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010, IEEE Computer Society, pp. 634-641. https://doi.org/10.1109/NABIC.2010.5716364

Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. / Ghosh, Arnob; Giri, Ritwik; Chowdhury, Aritra et al.
Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010. IEEE Computer Society, 2010. p. 634-641 5716364 (Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm

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AU - Abraham, Ajith

PY - 2010

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AB - In this article, a modification of Differential Evolution (DE), Fitness-Adaptive Differential Evolution (FiADE) is used to design the quadrature mirror filter (QMF) banks with linear phase in frequency domain. The three main attributes used in assessing the performance of filter are reconstruction error, mean square error in pass band and mean square error in stop band. The proposed method produces better result than the result obtained by Particle Swarm Optimization (PSO). As compared to the existing methods this method is very simple to implement for the QMF bank optimization. To implement the proposed DE algorithm, a MATLAB program is developed and three examples have been presented to illustrate the performance of the proposed method.

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KW - Subband coding

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Ghosh A, Giri R, Chowdhury A, Das S, Abraham A. Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. In Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010. IEEE Computer Society. 2010. p. 634-641. 5716364. (Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010). doi: 10.1109/NABIC.2010.5716364

Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm

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