Four weighted fusion methods for surface measurement were classified and analysed.
The uncertainty propagation and the relationship with Kalman filter were analysed.
Advanced models compatible with different fusion methods were described.
Experiments verified the effectiveness of weighted fusion on accuracy improvement.
Weighted fusion complements residual approximation fusion in many fusion scenarios.