Title :
Modeling of Distance-Dependent Mismatch and Across-Chip Variations in Semiconductor Devices
Author_Institution :
Syst. & Technol. Group, IBM Semicond. R&D Center, Essex Junction, VT, USA
Abstract :
We present a simple and general method of modeling distance-dependent mismatch and across-chip variations (ACV). We are able to model various shapes of spatial correlation of a process/device/circuit parameter exactly in a compact device model. Examples include Gaussian and exponential types of spatial correlations. There are no grid points, groups, and brackets in our method. The resulting spatial correlation is both translational invariant and continuous. The correlation range of the ACV part of spatial correlation can be much smaller than chip size, about the chip size, or much larger than chip size. The method can model either isotropic or anisotropic spatial correlations.
Keywords :
semiconductor device models; ACV; across-chip variation modelling; anisotropic spatial correlations; distance-dependent mismatch modelling; isotropic spatial correlations; semiconductor devices; spatial correlation; translational invariant; Correlation; Integrated circuit modeling; Random variables; Semiconductor device modeling; Semiconductor process modeling; Standards; Stochastic processes; Modeling of across-chip variations (ACV); SPICE modeling; modeling of mismatch; modeling of spatial correlations;
Journal_Title :
Electron Devices, IEEE Transactions on
DOI :
10.1109/TED.2013.2283076