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Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture

A wide interest has been observed to find a low power and area efficient hardware design of discrete cosine transform (DCT) algorithm. This research work proposed a novel Common Subexpression Elimination (CSE) based pipelined architecture for DCT, aimed at reproducing the cost metrics of power and a...

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Autores principales: Siddiqui, M. F., Reza, A. W., Kanesan, J., Ramiah, H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4124737/
https://www.ncbi.nlm.nih.gov/pubmed/25133249
http://dx.doi.org/10.1155/2014/620868
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author Siddiqui, M. F.
Reza, A. W.
Kanesan, J.
Ramiah, H.
author_facet Siddiqui, M. F.
Reza, A. W.
Kanesan, J.
Ramiah, H.
author_sort Siddiqui, M. F.
collection PubMed
description A wide interest has been observed to find a low power and area efficient hardware design of discrete cosine transform (DCT) algorithm. This research work proposed a novel Common Subexpression Elimination (CSE) based pipelined architecture for DCT, aimed at reproducing the cost metrics of power and area while maintaining high speed and accuracy in DCT applications. The proposed design combines the techniques of Canonical Signed Digit (CSD) representation and CSE to implement the multiplier-less method for fixed constant multiplication of DCT coefficients. Furthermore, symmetry in the DCT coefficient matrix is used with CSE to further decrease the number of arithmetic operations. This architecture needs a single-port memory to feed the inputs instead of multiport memory, which leads to reduction of the hardware cost and area. From the analysis of experimental results and performance comparisons, it is observed that the proposed scheme uses minimum logic utilizing mere 340 slices and 22 adders. Moreover, this design meets the real time constraints of different video/image coders and peak-signal-to-noise-ratio (PSNR) requirements. Furthermore, the proposed technique has significant advantages over recent well-known methods along with accuracy in terms of power reduction, silicon area usage, and maximum operating frequency by 41%, 15%, and 15%, respectively.
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spelling pubmed-41247372014-08-17 Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture Siddiqui, M. F. Reza, A. W. Kanesan, J. Ramiah, H. ScientificWorldJournal Research Article A wide interest has been observed to find a low power and area efficient hardware design of discrete cosine transform (DCT) algorithm. This research work proposed a novel Common Subexpression Elimination (CSE) based pipelined architecture for DCT, aimed at reproducing the cost metrics of power and area while maintaining high speed and accuracy in DCT applications. The proposed design combines the techniques of Canonical Signed Digit (CSD) representation and CSE to implement the multiplier-less method for fixed constant multiplication of DCT coefficients. Furthermore, symmetry in the DCT coefficient matrix is used with CSE to further decrease the number of arithmetic operations. This architecture needs a single-port memory to feed the inputs instead of multiport memory, which leads to reduction of the hardware cost and area. From the analysis of experimental results and performance comparisons, it is observed that the proposed scheme uses minimum logic utilizing mere 340 slices and 22 adders. Moreover, this design meets the real time constraints of different video/image coders and peak-signal-to-noise-ratio (PSNR) requirements. Furthermore, the proposed technique has significant advantages over recent well-known methods along with accuracy in terms of power reduction, silicon area usage, and maximum operating frequency by 41%, 15%, and 15%, respectively. Hindawi Publishing Corporation 2014 2014-07-16 /pmc/articles/PMC4124737/ /pubmed/25133249 http://dx.doi.org/10.1155/2014/620868 Text en Copyright © 2014 M. F. Siddiqui et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Siddiqui, M. F.
Reza, A. W.
Kanesan, J.
Ramiah, H.
Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title_full Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title_fullStr Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title_full_unstemmed Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title_short Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture
title_sort investigation of a novel common subexpression elimination method for low power and area efficient dct architecture
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4124737/
https://www.ncbi.nlm.nih.gov/pubmed/25133249
http://dx.doi.org/10.1155/2014/620868
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