{"title":"基于Hermite多项式混沌的高速互连响应变异性","authors":"I. Stievano, F. Canavero","doi":"10.1109/SPI.2010.5483597","DOIUrl":null,"url":null,"abstract":"This paper focuses on the stochastic analysis of dynamical circuits via the Hermite Polynomial Chaos theory. The proposed approach facilitates the inclusion of external uncertainties, like tolerances or process variations, in the circuit analysis. The mechanics of the method amounts to expanding the output variables into a sum of a limited number of orthogonal basis functions and generating an extended matrix for the modified nodal analysis. The advocated method, while providing accurate results, turns out to be more efficient than the classical Monte Carlo technique in determining the circuit response sensitivity to parameters variability. A realistic application example involving a coupled-line structure concludes the paper.","PeriodicalId":293987,"journal":{"name":"2010 IEEE 14th Workshop on Signal Propagation on Interconnects","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Response variability of high-speed interconnects via Hermite Polynomial Chaos\",\"authors\":\"I. Stievano, F. Canavero\",\"doi\":\"10.1109/SPI.2010.5483597\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper focuses on the stochastic analysis of dynamical circuits via the Hermite Polynomial Chaos theory. The proposed approach facilitates the inclusion of external uncertainties, like tolerances or process variations, in the circuit analysis. The mechanics of the method amounts to expanding the output variables into a sum of a limited number of orthogonal basis functions and generating an extended matrix for the modified nodal analysis. The advocated method, while providing accurate results, turns out to be more efficient than the classical Monte Carlo technique in determining the circuit response sensitivity to parameters variability. A realistic application example involving a coupled-line structure concludes the paper.\",\"PeriodicalId\":293987,\"journal\":{\"name\":\"2010 IEEE 14th Workshop on Signal Propagation on Interconnects\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE 14th Workshop on Signal Propagation on Interconnects\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPI.2010.5483597\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE 14th Workshop on Signal Propagation on Interconnects","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPI.2010.5483597","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Response variability of high-speed interconnects via Hermite Polynomial Chaos
This paper focuses on the stochastic analysis of dynamical circuits via the Hermite Polynomial Chaos theory. The proposed approach facilitates the inclusion of external uncertainties, like tolerances or process variations, in the circuit analysis. The mechanics of the method amounts to expanding the output variables into a sum of a limited number of orthogonal basis functions and generating an extended matrix for the modified nodal analysis. The advocated method, while providing accurate results, turns out to be more efficient than the classical Monte Carlo technique in determining the circuit response sensitivity to parameters variability. A realistic application example involving a coupled-line structure concludes the paper.