Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform

A systolic-like modular architecture is presented for hardware-efficient implementation of two-dimensional (2-D) discrete wavelet transform (DWT). The overall computation is decomposed into two distinct stages; where column processing is performed in stage-1, while row processing is performed in sta...

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Main Authors: Meher, Pramod Kumar, Mohanty, Basant Kumar, Patra, Jagdish Chandra
Other Authors: School of Computer Engineering
Format: Article
Language:English
Published: 2011
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Online Access:https://hdl.handle.net/10356/94344
http://hdl.handle.net/10220/7104
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spelling sg-ntu-dr.10356-943442020-05-28T07:17:51Z Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform Meher, Pramod Kumar Mohanty, Basant Kumar Patra, Jagdish Chandra School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Hardware::Integrated circuits A systolic-like modular architecture is presented for hardware-efficient implementation of two-dimensional (2-D) discrete wavelet transform (DWT). The overall computation is decomposed into two distinct stages; where column processing is performed in stage-1, while row processing is performed in stage-2. Using a new data-access scheme and a novel folding technique, the computation of both the stages are performed concurrently for transposition-free implementation of 2-D DWT. The proposed design can offer nearly the same throughput rate, and requires the same or less the number of adders and multipliers as the best of the existing structures. The storage space is found to occupy most of the area in the existing 2-D DWT structures but the proposed structure does not require any on-chip or off-chip storage of input samples or storage/transposition of intermediate output. The proposed one, therefore, involves considerably less hardware complexity compared with the existing structures. Apart from that, it has less duration of cycle period in comparison to the existing structures, and has a latency of cycles while all the existing structures have latency of cycles, the filter order being small compared to the input size. Accepted version 2011-09-22T03:57:37Z 2019-12-06T18:54:34Z 2011-09-22T03:57:37Z 2019-12-06T18:54:34Z 2008 2008 Journal Article Meher, P. K., Mohanty, B. K., & Patra, J. C. (2008). Hardware-Efficient Systolic-Like Modular Design for Two-Dimensional Discrete Wavelet Transform. IEEE Transactions on Circuits and Systems II: Express Briefs, 55(2), 151-155. 1549-7747 https://hdl.handle.net/10356/94344 http://hdl.handle.net/10220/7104 10.1109/TCSII.2007.911801 129280 en IEEE transactions on circuits and systems II: express briefs © 2007 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [DOI: http://dx.doi.org/10.1109/TCSII.2007.911801]. 5 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Hardware::Integrated circuits
spellingShingle DRNTU::Engineering::Computer science and engineering::Hardware::Integrated circuits
Meher, Pramod Kumar
Mohanty, Basant Kumar
Patra, Jagdish Chandra
Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
description A systolic-like modular architecture is presented for hardware-efficient implementation of two-dimensional (2-D) discrete wavelet transform (DWT). The overall computation is decomposed into two distinct stages; where column processing is performed in stage-1, while row processing is performed in stage-2. Using a new data-access scheme and a novel folding technique, the computation of both the stages are performed concurrently for transposition-free implementation of 2-D DWT. The proposed design can offer nearly the same throughput rate, and requires the same or less the number of adders and multipliers as the best of the existing structures. The storage space is found to occupy most of the area in the existing 2-D DWT structures but the proposed structure does not require any on-chip or off-chip storage of input samples or storage/transposition of intermediate output. The proposed one, therefore, involves considerably less hardware complexity compared with the existing structures. Apart from that, it has less duration of cycle period in comparison to the existing structures, and has a latency of cycles while all the existing structures have latency of cycles, the filter order being small compared to the input size.
author2 School of Computer Engineering
author_facet School of Computer Engineering
Meher, Pramod Kumar
Mohanty, Basant Kumar
Patra, Jagdish Chandra
format Article
author Meher, Pramod Kumar
Mohanty, Basant Kumar
Patra, Jagdish Chandra
author_sort Meher, Pramod Kumar
title Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
title_short Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
title_full Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
title_fullStr Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
title_full_unstemmed Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
title_sort hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform
publishDate 2011
url https://hdl.handle.net/10356/94344
http://hdl.handle.net/10220/7104
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