Adding more sensor errors

aurora-multiphysics / cyclops

Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.

GNU Lesser General Public License v2.1

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Open DomHazza opened 1 year ago

DomHazza commented 1 year ago

Systematic errors due to positioning (sensor should own its own position)
Ask a sensor what the ground truth, the systematic error, and the measurement is (measurement = ground truth + systematic error + random error)
Add in heteroskedastic random error (define different noise distributions depending on different sensor values)

Probably involves rewriting the sensor class completely.