This paper extends an previously proposed information flow filter approach to cooperative vehicle control to guarantee stability of a vehicle formation under arbitrary communication topologies. A systematic design technique for this information flow filter is the main contribution of this work. For this purpose an alternative interpretation of a separation theorem that allows the independent design of the information flow filter and the controllers for the vehicles is presented. The advantages of this approach are illustrated in simulation studies.