  The results of this paper demonstrate how the effect of collisions on the
group refraction index is small, when the ordinary ray is considered. If,
however, in order to improve the performance of a system for automatic
interpretation of ionograms, the information contained in ordinary and
extraordinary traces is combined, the effect of collisions between the
electrons and neutral molecules should be taken into account for the
extraordinary ray.
