The characterization of distance-regular Cayley graphs originates from the problem identifying strongly regular graphs, or equivalently, partial difference sets. In this paper, a classification on dicyclic groups is obtained. More specifically, it shown that every graph group complete graph, multipartite non-antipodal bipartite with diameter 3 satisfying some additional conditions.