Spatial mapping is an important task in autonomous navigation of mobile robots. Rodents solve the navigation problem by using place and head-direction cells which utilize both idiothetic and allothetic information in the surroundings. This article proposes a spatial cognitive mapping model based on the concepts of rodent’s hippocampus cells. The model has been tested on position sensor data collected using a UAV platform.