G.2 Filtering and Differentiation of Numerical Results



next up previous contents
Next: G.3 Fixed Oxide Charge Up: Appendix G: Relations for the Previous: G.1 Interface Trap Spatial

G.2 Filtering and Differentiation of Numerical Results

To apply the procedures for the lateral profiling several differentiations must be calculated. While is only interesting for our model-study, the factors occur also when applying these techniques on experimental data. The discretization error is the main cause for the noise in the calculated and characteristics, whereas the numerical error is as a rule negligible. Particularly critical are the data because the error occurs from the discretization in time, in addition to the spatial-discretization error. Note that the relative error is quite small, typically for , but sufficient to permit the application of any formula for the numerical differentiation based on finite differences. For instance, formulas for numerical differentiation applying finite differences of higher order cannot be used. In practice, an improved technique for the differentiation of noisy data has an absolute advantage over the increase of computation accuracy. We employed cos-convolution

 

to filter the data. Differentiations are carried out by sin-convolution

 

applied directly on the raw data. The integrals in G.16 and G.17 applied on a function which is known in a finite number of nonequidistant discrete points allow analytical solutions when is interpolated in the integration interval. In these cases, both integrals reduce to finite sums. A kind of interpolation between points on the real axis play an important role. A step-like approximation cannot be used. When assuming a linear interpolation between neighbouring points, the analytical solutions of G.16 and G.17 provide proper results. In particular, they enable exact results for constant and linear . For linear interpolation, formula G.17 reduces to

 

where , , and for (if ). and denote the first left and right indices with respect to the integration interval: and , respectively. All differentiations done in this study have been carried out by G.18.



next up previous contents
Next: G.3 Fixed Oxide Charge Up: Appendix G: Relations for the Previous: G.1 Interface Trap Spatial



Martin Stiftinger
Sat Oct 15 22:05:10 MET 1994