Design methodology to trade off power, output quality and error resiliency: Application to color interpolation filtering


Autoria(s): Karakonstantis, Georgios; Banerjee, Nilanjan; Roy, Kaushik; Chakrabarti, Chaitali
Data(s)

2007

Resumo

<p>Power dissipation and tolerance to process variations pose conflicting design requirements. Scaling of voltage is associated with larger variations, while Vdd upscaling or transistor up-sizing for process tolerance can be detrimental for power dissipation. However, for certain signal processing systems such as those used in color image processing, we noted that effective trade-offs can be achieved between Vdd scaling, process tolerance and "output quality". In this paper we demonstrate how these tradeoffs can be effectively utilized in the development of novel low-power variation tolerant architectures for color interpolation. The proposed architecture supports a graceful degradation in the PSNR (Peak Signal to Noise Ratio) under aggressive voltage scaling as well as extreme process variations in. sub-70nm technologies. This is achieved by exploiting the fact that some computations are more important and contribute more to the PSNR improvement compared to the others. The computations are mapped to the hardware in such a way that only the less important computations are affected by Vdd-scaling and process variations. Simulation results show that even at a scaled voltage of 60% of nominal Vdd value, our design provides reasonable image PSNR with 69% power savings.</p>

Identificador

http://pure.qub.ac.uk/portal/en/publications/design-methodology-to-trade-off-power-output-quality-and-error-resiliency-application-to-color-interpolation-filtering(558b7c6b-2994-4d17-8413-0cf5a34c69f0).html

Idioma(s)

eng

Publicador

Institute of Electrical and Electronics Engineers (IEEE)

Direitos

info:eu-repo/semantics/restrictedAccess

Fonte

Karakonstantis , G , Banerjee , N , Roy , K & Chakrabarti , C 2007 , Design methodology to trade off power, output quality and error resiliency: Application to color interpolation filtering . in IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN DIGEST OF TECHNICAL PAPERS, VOLS 1 AND 2 . IEEE INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN , Institute of Electrical and Electronics Engineers (IEEE) , NEW YORK , pp. 199-204 , IEEE/ACM International Conference on Computer-Aided Design , Canada , 4-8 November .

Palavras-Chave #ARRAY INTERPOLATION #DEMOSAICKING
Tipo

contributionToPeriodical