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Process variation tolerant low power DCT architecture

Published: 16 April 2007 Publication History

Abstract

2-D Discrete Cosine Transform (DCT) is widely used as the core of digital image and video compression. In this paper, we present a novel DCT architecture that allows aggressive voltage scaling by exploiting the fact that not all intermediate computations are equally important in a DCT system to obtain "good" image quality with Peak Signal to Noise Ratio(PSNR) > 30 dB. This observation has led us to propose a DCT architecture where the signal paths that are less contributive to PSNR improvement are designed to be longer than the paths that are more contributive to PSNR improvement. It should also be noted that robustness with respect to parameter variations and low power operation typically impose contradictory requirements in terms of architecture design. However, the proposed architecture lends itself to aggressive voltage scaling for low-power dissipation even under process parameter variations. Under a scaled supply voltage and/or variations in process parameters, any possible delay errors would only appear from the long paths that are less contributive towards PSNR improvement, providing large improvement in power dissipation with small PSNR degradation. Results show that even under large process variation and supply voltage scaling (0.8V), there is a gradual degradation of image quality with considerable power savings (62.8%) for the proposed architecture when compared to existing implementations in 70 nm process technology.

References

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T. Lan et al., "Adaptive low power multimedia wireless communications", CISS 1997, pp. 377--382
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L. C. Yun et al., "Digital Video in a Fading Interference Wireless Environment", ICASSP 1996, pp. 1069--72
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C. Loeffler et al., "Practical Fast 1-D DCT Algorithm with 11 Multiplications", ICASSP 1989, pp. 988--991.
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Jen-Shiun Chiang et al., "A High Throughput 2-D DCT/IDCT Architecture for Real-Time Image and Video System", ICECS 2001, pp. 867--870
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Tarek Darwish et al., "Energy aware Distributed Arithmetic DCT Architectures", SIPS 2003, pp. 351--356.
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S. Kuroda et al., "A 0.9 V, 150 MHz, 10 mW, 4 mm2, 2-DCT core processor with variable V scheme," JSSC, vol. 31, 1996, pp. 1770--1778.
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S. Borkar et al., "Parameter variations and impact on circuits and microarchitecture", DAC 2003, pp. 338--342.
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S. Kwon et al., "DCT processor architecture based on computation sharing", OCCSC 2002, pp. 162--165.
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J. Park et al., "Low power reconfigurable DCT design based on sharing multiplication", ICASSP 2002, pp. III-3116-3119.
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  • (2016)Inexact designs for approximate low power addition by cell replacementProceedings of the 2016 Conference on Design, Automation & Test in Europe10.5555/2971808.2971962(660-665)Online publication date: 14-Mar-2016
  • (2015)Computing approximately, and efficientlyProceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition10.5555/2755753.2755924(748-751)Online publication date: 9-Mar-2015
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cover image ACM Conferences
DATE '07: Proceedings of the conference on Design, automation and test in Europe
April 2007
1741 pages
ISBN:9783981080124

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EDA Consortium

San Jose, CA, United States

Publication History

Published: 16 April 2007

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DATE07
Sponsor:
  • EDAA
  • SIGDA
  • The Russian Academy of Sciences
DATE07: Design, Automation and Test in Europe
April 16 - 20, 2007
Nice, France

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Overall Acceptance Rate 518 of 1,794 submissions, 29%

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  • (2016)Inexact designs for approximate low power addition by cell replacementProceedings of the 2016 Conference on Design, Automation & Test in Europe10.5555/2971808.2971962(660-665)Online publication date: 14-Mar-2016
  • (2015)Computing approximately, and efficientlyProceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition10.5555/2755753.2755924(748-751)Online publication date: 9-Mar-2015
  • (2015)Approximate computing and the quest for computing efficiencyProceedings of the 52nd Annual Design Automation Conference10.1145/2744769.2751163(1-6)Online publication date: 7-Jun-2015
  • (2014)ASLANProceedings of the conference on Design, Automation & Test in Europe10.5555/2616606.2617119(1-6)Online publication date: 24-Mar-2014
  • (2014)Multiplierless Design of Folded DSP BlocksACM Transactions on Design Automation of Electronic Systems10.1145/266334320:1(1-24)Online publication date: 18-Nov-2014
  • (2014)Trade-off between energy and quality of service through dynamic operand truncation and fusionProceedings of the 24th edition of the great lakes symposium on VLSI10.1145/2591513.2591561(79-80)Online publication date: 20-May-2014
  • (2013)Synthesizing Parsimonious Inexact Circuits through Probabilistic Design TechniquesACM Transactions on Embedded Computing Systems10.1145/2465787.246579512:2s(1-26)Online publication date: 1-May-2013
  • (2013)Ten Years of Building Broken ChipsACM Transactions on Embedded Computing Systems10.1145/2465787.246578912:2s(1-23)Online publication date: 1-May-2013
  • (2012)What to do about the end of Moore's law, probably!Proceedings of the 49th Annual Design Automation Conference10.1145/2228360.2228525(924-929)Online publication date: 3-Jun-2012
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