An inertia navigation system (INS) must be regulated with aided information for its long-time precision navigation. In the paper, the local geographic information entropy as an aided information is used to correct the INS error. The minimum variance matching algorithm is designed and simulated with MATLAB. As a result, geo-information is hardly interfered by the “outer world” as an aided navigation model autonomously or semi-autonomously.