The behavior of cellular automaton model of Nagel and Schreckenberg for vehicle traffic in a single lane, is analyzed in this paper. It is observed that the model generally explain well vehicular traffic, it is noted that the accelerations of the vehicles that are predicted by the model are outside the range of values found in practice. A new model to solve this problem is proposed and its behavior is studied.