InterpolatorTimeSeries

This class resamples data of a times series to new poins in time.

Polynomial

Polynomial prediction using a moving polynomial of polynomialDegree. The optimal polynomial is chosen based on the centricity of the data points around the resampling point and the distance to all polynomial data points. All polynomial data points must be within maxDataPointRange. Resampling points within maxExtrapolationDistance of the polynomial will be extrapolated. The elements maxDataPointRange and maxExtrapolationDistance are given in the unit of seconds. If negative values are used, the unit is relative to the median input sampling.

Name	Type	Annotation
polynomialDegree	uint	degree of the moving polynomial
maxDataPointRange	double	[seconds] all degree+1 data points must be within this range for a valid polynomial
maxExtrapolationDistance	double	[seconds] resampling points within this range of the polynomial will be extrapolated

Least squares polynomial fit

A polynomial of polynomialDegree is estimated using all data points within maxDataPointDistance of the resampling point. This polynomial is then used to predict the resampling point. A resampling point will be extrapolated if there are only data points before/after as long as the closest one is within maxExtrapolationDistance. The elements maxDataPointDistance and maxExtrapolationDistance are given in the unit of seconds. If negative values are used, the unit is relative to the median input sampling.

Name	Type	Annotation
polynomialDegree	uint	degree of the estimated polynomial
maxDataPointDistance	double	[seconds] all data points within this distance around the resampling point will be used
maxExtrapolationDistance	double	[seconds] resampling points within this range of the polynomial will be extrapolated

Fill gaps with least squares polynomial fit

Name	Type	Annotation
polynomialDegree	uint	degree of the estimated polynomial
maxDataGap	double	[seconds] max data gap to interpolate
maxDataSpan	double	[seconds] time span on each side used for least squares fit
margin	double	[seconds] margin for identical times