V. Rizzoli et al., EFFICIENT 2-DIMENSIONAL INTERPOLATION SCHEME SUITABLE FOR NONLINEAR MICROWAVE DEVICE MODELING, Electronics Letters, 31(19), 1995, pp. 1674-1675
The use of device models directly based on measured information is wel
l established in nonlinear microwave circuit analysis, and may provide
significant advantages over analytic models relying on parameter extr
action techniques. These 'database' models always include some sort of
interpolation mechanism for overcoming the inherently discrete nature
of measured data. This is a delicate aspect, since interpolation may
produce unwanted ripples or other ill-conditioning that may considerab
ly degrade the model performance. The authors propose a novel two-dime
nsional cubic-spline interpolation scheme that guarantees the absence
of spurious ripples, and simultaneously provides interpolation of both
the measured function and its first derivative.