Abstract:Focused on the problem that it is difficult to set up the basic probability assignment function in the evidence theory and the calculation of degree of mutual support is absolute, an information fusion method based on evidence theory and fuzzy set(FSB-DS) is proposed. The fuzzy support range and the fuzzy support probability is obtained from the correlation function., Then by using the membership function, the reliability of information provide by each sensor is gained. and then transform support and credibility into basic probability assignment function, and finally the DS evidence combination. The simulation results shows that the fusion results have higer precision and reliability compared with other methods.