Application of Adaptive Kalman Filter Restricted by Road Information to Vehicleborne Navigation

Based on vehicle current statistic model,the adaptive Kalman filter to process vehicle-borne GPS data is set up.The road information that can restrict the vehicle track is introduced.The idea is to modify the one-step estimated value using the restricting information so that the filter results can be improved.The experimental result shows that the method is available by the emulation results.