A unified linear fusion model of observation information with standard multi-sensor systems is presented, and then the relationship between the observation system parameters of sensors and the performance of optimal fusion estimation is analyzed. For the nonstandard multi-sensor fusion system with observation system error, an effective observation system error parameters estimation model is established. Moreover for the fusion system with different nonlinear error factors among sensors, a new st
