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IET Computers & Digital Techniques
Article . 2011 . Peer-reviewed
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Low power field programmable gate array implementation of fast digital signal processing algorithms: characterisation and manipulation of data locality

Authors: McKeown, S.; Woods, R.;

Low power field programmable gate array implementation of fast digital signal processing algorithms: characterisation and manipulation of data locality

Abstract

Dynamic power consumption is very dependent on interconnect, so clever mapping of digital signal processing algorithms to parallelised realisations with data locality is vital. This is a particular problem for fast algorithm implementations where typically, designers will have sacrificed circuit structure for efficiency in software implementation. This study outlines an approach for reducing the dynamic power consumption of a class of fast algorithms by minimising the index space separation; this allows the generation of field programmable gate array (FPGA) implementations with reduced power consumption. It is shown how a 50% reduction in relative index space separation results in a measured power gain of 36 and 37% over a Cooley–Tukey Fast Fourier Transform (FFT)-based solution for both actual power measurements for a Xilinx Virtex-II FPGA implementation and circuit measurements for a Xilinx Virtex-5 implementation. The authors show the generality of the approach by applying it to a number of other fast algorithms namely the discrete cosine, the discrete Hartley and the Walsh–Hadamard transforms.

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name=Software, Hardware and Architecture, /dk/atira/pure/subjectarea/asjc/2200/2208, name=Hardware and Architecture, /dk/atira/pure/subjectarea/asjc/1700/1708, name=Electrical and Electronic Engineering, Electrical and Electronic Engineering, /dk/atira/pure/subjectarea/asjc/1700/1712, Software, 620

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Average
Average
Average
gold