An Asynchronous Adaptive Direct Kalman Filter Algorithm to Improve Underwater Navigation System Performance

In the conventional integrated navigation systems, such as direct Kalman filter, the statistical information of the process and measurement noises is considered constant. In real applications, due to the variation of vehicle dynamics, the environmental conditions and imperfect knowledge of the filter statistical information, the process and measurement covariance matrices are unknown and time depe...