We do not set any noise model for GPS.
The usual GNSS GPS, they have several noise model.
I think following noise model is needed mainly.

1. Gussian Noise
2. Noise depends on how fixed the sensor is
   This noise could be represented as distributed model, plus outlier model.

If anyone have any other idea, it is very welcome to write them on here.