Frequency analysis of an optimal smoothing and differentiating filter

Abstract The purpose of this paper is to present a frequency analysis of an optimal smoothing and differentiating filter. The filter is based on a dynamic programming method to solve a smoothing regularisation problem. This method combined with the method of generalised cross-validation provides a filter that automatically selects the optimal cutoff frequency. Several plots of the amplitude transfer functions are presented.