ReSeMBleD-Methods for Response Surface Model Behavioral Description
Maike Taddiken, Steffen Paul, Dagmar Peters-Drolshagen · 2018
In this paper, a method for the generation of Response Surface Models for behavioral modeling is presented. To enable and automate this method, a MATLAB application supporting the complete modeling process has been developed. This includes initial model selection and validation, sensitivity analysis, automated simulation of sample and test points as well as regression model calculation. The tool is specialized for modeling the behavior of integrated circuit components, but can be used for other purposes as well. Additionally, the tool offers methods for the analysis and modeling of statistical data and can be easily extended by further functionalities. The application of the tool is shown using an amplifier.