DocumentCode
3583497
Title
A symbolic fuzzy number approach to the propagation of uncertain statistical information in IC design
Author
Styblinski, M.A. ; Gajer, P. ; Lei, J.
Author_Institution
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Volume
3
fYear
1997
Firstpage
1664
Abstract
A method of handling uncertain statistical information and its (approximate) propagation through an IC is proposed, utilizing the concepts of fuzzy numbers and fuzzy arithmetic, combined with the propagation of moments method of statistical analysis, leading to a new method of propagation of fuzzy variance. A symbolic implementation of this method is proposed, allowing one to efficiently represent the relevant membership functions
Keywords
circuit CAD; fuzzy set theory; integrated circuit design; method of moments; statistical analysis; symbol manipulation; IC design; fuzzy arithmetic; fuzzy variance; membership functions; propagation of moments method; statistical analysis; symbolic fuzzy number approach; uncertain statistical information; Arithmetic; Circuit synthesis; Covariance matrix; Jacobian matrices; Mathematics; Moment methods; Statistical analysis; Statistics; Uncertainty; Yield estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN
0-7803-3583-X
Type
conf
DOI
10.1109/ISCAS.1997.621453
Filename
621453
Link To Document