Abstract: The two-level distributed optimal fusion algorithm which can be used in multi-sensor integrated navigation system is studied,and the theoretical mode is approved.The final fusion results with feedback and without feedback information are equivalent and optimal.The simulated results verify the above theory,and also illustrate that the feedback information from the fusion centre can obviously increase the filtering performance of every sub-filter.