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2.1.7 Sensitivity Analysis

A typical process has a large number of control parameters that can have a significant impact on the performance of the circuit as well as on the yield of the product. To establish a basic knowledge of the behavior of a design under variation of input parameter values and to estimate the relative importance of the input parameters, sensitivity analysis applies small changes to the nominal values of input parameters according to an axial design scheme. For measurements and numerical simulation, variations of the input parameter values cannot be made infinitely small. The sensitivity of an output variable tex2html_wrap_inline8187 with respect to an input parameter tex2html_wrap_inline8189 is therefore defined as tex2html_wrap_inline8191, with tex2html_wrap_inline8193 sufficiently small. In order to compensate for highly nonlinear system responses, it is useful to transform the input parameters appropriately before computing sensitivity numbers. For example, the dose parameter of most ion implantation steps exhibit a logarithmic influence on the device behavior; to obtain comparable sensitivity data, tex2html_wrap_inline8193 is computed from tex2html_wrap_inline8197 instead of x, x being the dose setting in tex2html_wrap_inline8203.



Christoph Pichler
Thu Mar 13 14:30:47 MET 1997