{"title":"Variation-Tolerant Motion Estimation Architecture","authors":"G. Varatkar, Naresh R Shanbhag","doi":"10.1109/SIPS.2007.4387531","DOIUrl":null,"url":null,"abstract":"In this paper, we study the trade-off between energy-efficiency and variation-tolerance of an error-resilient motion estimation architecture. Error-resiliency is incorporated via algorithmic noise-tolerance (ANT) where an input subsampled replica (ISR) of the main sum-of-absolute-difference(MSAD) block is employed for detecting and correcting errors in the MSAD block. This architecture is referred to as ISR-ANT. In the presence of process variations, the average peak signal-to-noise ratio (PSNR) of ISR-ANT architecture increases by up to 1.8dB over that of the conventional architecture in 130nm IBM process technology. Furthermore, the PSNR variation is also reduced by 7× over that of the conventional architecture at the slow corner while achieving a power reduction of 33%.","PeriodicalId":93225,"journal":{"name":"Proceedings. IEEE Workshop on Signal Processing Systems (2007-2014)","volume":"2 1","pages":"126-131"},"PeriodicalIF":0.0000,"publicationDate":"2007-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. IEEE Workshop on Signal Processing Systems (2007-2014)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIPS.2007.4387531","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
In this paper, we study the trade-off between energy-efficiency and variation-tolerance of an error-resilient motion estimation architecture. Error-resiliency is incorporated via algorithmic noise-tolerance (ANT) where an input subsampled replica (ISR) of the main sum-of-absolute-difference(MSAD) block is employed for detecting and correcting errors in the MSAD block. This architecture is referred to as ISR-ANT. In the presence of process variations, the average peak signal-to-noise ratio (PSNR) of ISR-ANT architecture increases by up to 1.8dB over that of the conventional architecture in 130nm IBM process technology. Furthermore, the PSNR variation is also reduced by 7× over that of the conventional architecture at the slow corner while achieving a power reduction of 33%.