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In traditional indoor localization,fingerprint localization algorithm fully considers the influences of multipath signals and static obstacles but degrades in case of the changes of observation environment.Trilateration localization has the better robustness to the signal variations but its performance degrades for achieving a certain level of accuracy.In this paper,for the problems above,firstly,a weighted fusion algorithm based on fingerprint recognition algorithm and trilateration algorithm was proposed.