Knowing that the creation of the map by using the
mathematical models where the calculating process includes
all map pixels is a very complex approach, in this paper the
map-creation is done by using the Xbox kinect camera.
Although there are implemented two different algorithms
(fuzzy and adaptive neuronal fuzzy logic), the second
algorithm shows better results in simulation on the real
scenarios. These approaches show that also in case the paths
are very tight between obstacles robot can move without any
problem when the neuronal algorithm is used while fuzzy
logic in specific cases fails. The results are very impressive
knowing that these approaches are used in low cost mobile
robots.