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conference paper

Optimization Methodologies for Complex FPGA-based Signal Processing Systems with CAL

Rahman, Ab
•
Bin, Ab Al Hadi
•
Amer, Hossam
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2011
Proceedings of the 2011 Conference on Design and Architectures for Signal and Image Processing
2011 Conference on Design and Architectures for Signal and Image Processing

Signal processing designs are becoming increasingly complex with demands for more advanced algorithms. Designers are now seeking high-level tools and methodology to help manage complexity and increase productivity. Recently, CAL dataflow language has been specified which is capable of synthesizing dataflow description into RTL codes for hardware implementation, and based on several case studies, have shown promising results. However, no work has been done on global network analysis, which could increase the optimization space. In this paper, we introduce methodologies to analyze and optimize CAL programs by determining which actions should be parallelized, pipelined, or refactored for the highest throughput gain, and then providing tools and techniques to achieve this using minimum resource. As a case study on the RVC MPEG-4 SP Intra decoder for implementation on Virtex-5 FPGA, experimental results confirmed our analysis with throughput gain of up to 3.5x using relatively-minor additional slice compared to the reference design.

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Type
conference paper
Author(s)
Rahman, Ab
Bin, Ab Al Hadi
Amer, Hossam
Prihozhy, Anatoly  
Lucarz, Christophe  
Mattavelli, Marco  
Date Issued

2011

Published in
Proceedings of the 2011 Conference on Design and Architectures for Signal and Image Processing
Subjects

Optimization methodologies

•

FPGA

•

Signal processing

•

Dataflow programming

•

MPEG decoder

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
SCI-STI-MM  
Event nameEvent placeEvent date
2011 Conference on Design and Architectures for Signal and Image Processing

Tampere, Finland

November 2-4, 2011

Available on Infoscience
November 17, 2011
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/72658
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