Growing Neural Gas based Perceptual System of Robots

Abstract

Perceptual system is one of the most important capabilities for an autonomous mobile robot in order to operate a task in unknown environment adaptively since the autonomous robot needs to detect the target object and estimate the pose of the target object for performing given tasks efficiently. In this paper, we introduce our design concept of Growing Neural Gas (GNG) based perceptual system for autonomous robots.