Abstract: An adaptive federated filter model mechanism and its algorithm are creatively proposed, and also a fusion information distribution principle of federated filter among local filters is given. Moreover an adaptive federated filter algorithm of integrated navigation system for vehicle is implemented. The theoretical analysis and laboratory experimental results show this algorithm enhances positioning precision and fault tolerance of integrated navigation system.