Convolution Neural Network Based Autonomous Navigation System for Mobile Robots

Abstract

The article discusses trends in the development of autonomous navigation systems for managing autonomous robots. An autonomous navigation system based on convolutional networks is considered. The problems associated with the miniature size of robots are taken into account. The problems of the relationship between energy efficiency and the required computing power of autonomous navigation systems for such robots are also considered.