It is desired to build a uniform framework to model on data fusion system. Random sets theory offers a kind of potential means to integrate most of the different aspects of data fusion. The basic theory of random sets is presented and the expression of evidence theory, fuzzy sets and conditional event algebra by random sets is discussed which is used to deal with uncertainty, fuzzy and contingent data in data fusion system.