D-S Evidence theory and Rough Sets can complement each other in processing uncertainty information. To the problem of subjectivity in getting Basic Probability Assignment of D-S Evidence theory for multi-sensors data fusion, a new method of getting evidences and objective BPA by decision table is proposed by defining Rule Intensity and Decision Expansion Rule integrated with Rough Sets theory. The correctness and validity of the developed method are verified with a particular instance.