High-level synthesis algorithm for the design of reconfigurable constant multiplier
Multiplying a signal by a known constant is an essential operation in digital signal processing algorithms. In many application scenarios, an input or output signal is repeat...
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sg-ntu-dr.10356-800222020-03-07T13:57:23Z High-level synthesis algorithm for the design of reconfigurable constant multiplier Chen, Jiajia Chang, Chip Hong School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Multiplying a signal by a known constant is an essential operation in digital signal processing algorithms. In many application scenarios, an input or output signal is repeatedly multiplied by several predefined constants at different instances. These temporal redundancies can be exploited for the design of an efficient reconfigurable constant multiplier (RCM). An RCM achieves greater hardware savings than the conventional multiple constant multiplication architecture, limited only by the available latency of the subsystem. Motivated by a number of lucrative examples, this paper presents a new high-level design methodology for RCM. Common subexpressions in the preset constants represented in minimum signed-digit system are first eliminated to obtain a minimum depth multiroot directed acyclic graph (DAG). The DAG is converted into a primitive data flow graph (DFG) where mobile adders are identified. By scheduling each mobile adder into a control step within its legitimate time window with the minimum opportunity cost, mutually exclusive adders can be merged with significantly reduced adder and multiplexing cost. The opportunity cost for each scheduling decision is assessed by the probability displacement and disparity measures of the scheduled node as well as its predecessors and successors in the DFG. The algorithm is runtime efficient as exhaustive search for the best fusion of independently optimized constant multipliers has been avoided. Simulation results on randomly generated 12-b constant sets show that the solutions generated by the proposed algorithm are on average 19% to 25% more area–time efficient than the best reported solutions. Published version 2010-04-14T03:57:51Z 2019-12-06T13:38:53Z 2010-04-14T03:57:51Z 2019-12-06T13:38:53Z 2009 2009 Journal Article Chen, J., & Chang, C. H. (2009). High-level synthesis algorithm for the design of reconfigurable constant multiplier. IEEE Transactions On Computer-Aided Design Of Integrated Circuits And Systems, 28(12), 1844-1856. 0278-0070 https://hdl.handle.net/10356/80022 http://hdl.handle.net/10220/6230 10.1109/TCAD.2009.2030446 en IEEE transactions on computer-aided design of integrated circuits and systems © 2009 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. 13 p. application/pdf |
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DRNTU::Engineering::Electrical and electronic engineering Chen, Jiajia Chang, Chip Hong High-level synthesis algorithm for the design of reconfigurable constant multiplier |
description |
Multiplying a signal by a known constant is an essential
operation in digital signal processing algorithms. In many
application scenarios, an input or output signal is repeatedly
multiplied by several predefined constants at different instances.
These temporal redundancies can be exploited for the design of
an efficient reconfigurable constant multiplier (RCM). An RCM
achieves greater hardware savings than the conventional multiple
constant multiplication architecture, limited only by the available
latency of the subsystem. Motivated by a number of lucrative
examples, this paper presents a new high-level design methodology
for RCM. Common subexpressions in the preset constants represented
in minimum signed-digit system are first eliminated to
obtain a minimum depth multiroot directed acyclic graph (DAG).
The DAG is converted into a primitive data flow graph (DFG)
where mobile adders are identified. By scheduling each mobile
adder into a control step within its legitimate time window with
the minimum opportunity cost, mutually exclusive adders can be
merged with significantly reduced adder and multiplexing cost.
The opportunity cost for each scheduling decision is assessed
by the probability displacement and disparity measures of the
scheduled node as well as its predecessors and successors in the
DFG. The algorithm is runtime efficient as exhaustive search for
the best fusion of independently optimized constant multipliers
has been avoided. Simulation results on randomly generated 12-b
constant sets show that the solutions generated by the proposed
algorithm are on average 19% to 25% more area–time efficient
than the best reported solutions. |
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School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Chen, Jiajia Chang, Chip Hong |
format |
Article |
author |
Chen, Jiajia Chang, Chip Hong |
author_sort |
Chen, Jiajia |
title |
High-level synthesis algorithm for the design of reconfigurable constant multiplier |
title_short |
High-level synthesis algorithm for the design of reconfigurable constant multiplier |
title_full |
High-level synthesis algorithm for the design of reconfigurable constant multiplier |
title_fullStr |
High-level synthesis algorithm for the design of reconfigurable constant multiplier |
title_full_unstemmed |
High-level synthesis algorithm for the design of reconfigurable constant multiplier |
title_sort |
high-level synthesis algorithm for the design of reconfigurable constant multiplier |
publishDate |
2010 |
url |
https://hdl.handle.net/10356/80022 http://hdl.handle.net/10220/6230 |
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1681042300692594688 |