Research Article
Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 68 - Issue 25 |
| Published: April 2013 |
| Authors: Shaeen K, Elizabeth Elias |
10.5120/11748-7025
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Shaeen K, Elizabeth Elias . Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms. International Journal of Computer Applications. 68, 25 (April 2013), 1-9. DOI=10.5120/11748-7025
@article{ 10.5120/11748-7025,
author = { Shaeen K,Elizabeth Elias },
title = { Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 68 },
number = { 25 },
pages = { 1-9 },
doi = { 10.5120/11748-7025 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Shaeen K
%A Elizabeth Elias
%T Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms%T
%J International Journal of Computer Applications
%V 68
%N 25
%P 1-9
%R 10.5120/11748-7025
%I Foundation of Computer Science (FCS), NY, USA
Abstract
This paper proposes a totally multiplier-less approximate reconstruction cosine modulated filter bank. The prototype filter is designed to obtain a computationally efficient, sharp transition width, finite impulse response (FIR) filter using the frequency response masking (FRM) approach combined with the canonic signed digit (CSD) representation of the coefficients. Meta-heuristic algorithms are deployed to optimize the performance of the filter bank. The algorithms are modified to suit the optimization problem, in which the objective function is non linear and the search space consists of integers
References
- M. B. Furtado Jr, P. S. R. Diniz, S. L. Netto, and T. Saramaki. On the Design of high-complexity Cosine-Modulated Transmultiplexers based on the Frequency-Response Masking approach. Circuits and Systems I: Regular Papers, IEEE Transactions on, 52(11):2413–2426, 2005.
- Richard I Hartley. Subexpression Sharing in Filters using Canonic Signed Digit Multipliers. Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on, 43(10):677–688, 1996.
- Dervis Karaboga and Bahriye Basturk. On the Performance of Artificial Bee Colony (ABC) Algorithm. Applied Soft Computing, 8(1):687–697, 2008.
- K. S. Lee and Z. W. Geem. A new Structural Optimization Method based on the Harmony Search Algorithm. Computers & Structures, 82(9):781–798, 2004.
- Y. C. Lim. Frequency-Response Masking Approach for the synthesis of Sharp Linear Phase Digital Filters. Circuits and Systems, IEEE Transactions on, 33(4):357–364, 1986.
- Yong Ching Lim, Rui Yang, Dongning Li, and Jianjian Song. Signed Power-of-two term Allocation Scheme for the Designof Digital Filters. Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on, 46(5):577–584, 1999.
- Yuan-Pei Lin and PP Vaidyanathan. A Kaiser Window Approach for the Design of Prototype Filters of Cosine Modulated Filter Banks. Signal Processing Letters, IEEE, 5(6):132–134, 1998.
- V. J Manoj and E. Elias. Artificial Bee Colony Algorithm for the Design of Multiplier-less Non Uniform Filter Bank Transmultiplexer. Information Sciences, 192:193–203, 2012.
- M. Manuel and E. Elias. Design of Frequency-Response Masking FIR filter in the Canonic Signed Digit Space using modified Artificial Bee Colony Algorithm. Engineering Applications of Artificial Intelligence, 2012.
- M. Manuel and E. Elias. Design of Sharp 2D Multiplier-less Circularly Symmetric FIR Filter using Harmony Search Algorithm and Frequency Transformation. Journal of Signal and Information Processing, 3(3):344–351, 2012.
- M. Manuel, Remya Krishnan, and E. Elias. Design of Multiplierless 2-D Sharp Wideband Filters using FRM and GSA. Global Journal of Research Engineering, 12(5-F), 2012.
- P. P. Vaidyanathan. Multirate Systems and Filter Banks. Prentice-Hall, Englewood Cliffs, NJ:, 1993.
- E. Rashedi, H. Nezamabadi-pour, and S. Saryazdi. GSA: A Gravitational Search Algorithm. Information Sciences, 179(13):2232–2248, 2009.
- L. Rosenbaum, P. Lowenborg, and M. Johansson. An Approach for Synthesis of Modulated M-Channel FIR Filter Banks utilizing the Frequency-Response Masking Technique. EURASIP Journal on Advances in Signal Processing, 2007, 2006.
- Bindiya T. S. and Elizabeth Elias. Article: Design of multiplier-less reconfigurable non-uniform channel filters using meta-heuristic algorithms. International Journal of Computer Applications, 59(11):1–11, December 2012. Published by Foundation of Computer Science, New York, USA.
- Ronghuan Yang, Bede Liu, and Yong Ching Lim. A new Structure of Sharp Transition FIR Filters using Frequency- Response Masking. Circuits and Systems, IEEE Transactions on, 35(8):955–966, 1988.
- Xin-She Yang. Music-inspired harmony search algorithm. Springer, 2009.
- Xin-She Yang. Nature-Inspired Metaheuristic Algorithms. Luniver Press, 2011.
- Ya Jun Yu and Yong Ching Lim. Genetic Algorithm Approach for the Optimization ofMultiplierless Sub-filters generated by the Frequency-Response Masking Technique. In Electronics, Circuits and Systems, 2002. 9th International Conference on, volume 3, pages 1163–1166. IEEE, 2002. 9
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