DataHandling

class DataHandling

Static methods for data handling.

Methods

filterCensoredData(signals, noiseThres, …) Sort inputSample and signals with respect to the censore thresholds.
static filterCensoredData(signals, noiseThres, saturationThres)

Sort inputSample and signals with respect to the censore thresholds.

Parameters:

inputSample : 2-d sequence of float

Vector of the input sample.

signals : 2-d sequence of float

Vector of the signals, of dimension 1.

noiseThres : float

Value for low censored data. Default is None.

saturationThres : float

Value for high censored data. Default is None

Returns:

inputSampleUnc : 2-d sequence of float

Vector of the input sample in the uncensored area.

inputSampleNoise : 2-d sequence of float

Vector of the input sample in the noisy area.

inputSampleSat : 2-d sequence of float

Vector of the input sample in the saturation area.

signalsUnc : 2-d sequence of float

Vector of the signals in the uncensored area.

Notes

The data are sorted in three different vectors whether they belong to the noisy area, the uncensored area or the saturation area.