In this article, a new mathematical model for the dynamic behaviour of pedestrians at a cross-pad is proposed. This model is focused on signalized intersections of traffic networks. The unknown parameters are estimated through real data obtained in a cross-walk of Medellin - Colombia. Simulation results comparing the real data and the theoretical data based on the proposed model.