A topological navigation system for indoor environments based on perception events. (22nd December 2016)

• Record Type: Journal Article
• Authors: Gomez, Clara; Hernandez, Alejandra Carolina; Crespo, Jonathan; Barber, Ramon
• Is Part Of: International journal of advanced robotic systems. Volume 14:Number 1(2017:Jan./Feb.)
• Publication Date: 2016-12-22
• Subjects: Mobile robots -- robot navigation -- topological navigation -- multiple events integration -- perceptive navigation; Robotics -- Periodicals; Robotics; Periodicals; 629.892
• DOI: 10.1177/1729881416678134
• Languages: English
• ISSNs: 1729-8806

Abstract

The aim of the work presented in this article is to develop a navigation system that allows a mobile robot to move autonomously in an indoor environment using perceptions of multiple events. A topological navigation system based on events that imitates human navigation using sensorimotor abilities and sensorial events is presented. The increasing interest in building autonomous mobile systems makes the detection and recognition of perceptions a crucial task. The system proposed can be considered a perceptive navigation system as the navigation process is based on perception and recognition of natural and artificial landmarks, among others. The innovation of this work resides in the use of an integration interface to handle multiple events concurrently, leading to a more complete and advanced navigation system. The developed architecture enhances the integration of new elements due to its modularity and the decoupling between modules. Finally, experiments have been carried out in several mobile robots, and their results show the feasibility of the navigation system proposed and the effectiveness of the sensorial data integration managed as events.