Robot Autonomous Navigation: Sensorial Data Interpretation and Local Navigation

Abstract

This thesis focuses on the problems of local navigation of mobile robots. The main idea consists on the development of ultrasonic perception maps, by means of neural networks, and to perform local navigation based on those maps. The local navigation task is integrated in a global architecture along with some other tasks to allow complete navigation operations. (...)