In this paper, the authors determine maximal connected automorphism group of the Lie transformation group T(D(V
N, F)), which acting on the normal Siegel domain D(V
N, F) is simple and transitive, and prove that the maximal connected automorphism group of T(D(V
N, F)) is its maximal connected inner automorphism group.