Title :
Service robots navigation using pictographs detection for indoor environment
Author :
Hirose, Kei ; Chugo, Daisuke ; Yokota, Sho ; Takase, Kunikatsu
Author_Institution :
Kwansei Gakuin Univ., Sanda, Japan
Abstract :
In our current research, we have developed a practical localization system for an indoor service vehicle. In order to realize the practical use, a required self-position estimating system should have high reliability and be low cost. Usually, a localization scheme with special landmarks, which are equipped in navigation area beforehand, is high reliability. However, the special marker causes an increasing of its cost and in general environment, it is difficult to set many special markers all over the service area of the robot, in practical use. Therefore, in this paper, we propose a novel positioning system that does not require special markers. Our key idea is that our proposed localization system estimates its position using pictographs. Pictographs are widely used in general environment with human such as offices, stations and welfare care facilities. Using them as a landmark, our system does not require special markers and realizes high reliability. Our robot system equips only a low-cost camera and uses SURF (Speeded Up Robust Feature) algorithm for detecting pictographs. By detection results of pictographs and using them as a landmark, our system estimates the relative position using pictographs as a landmark, and it derives the robot´s path to the goal position. We verify the effectiveness of our scheme by experiments with our prototype.
Keywords :
mobile robots; navigation; object detection; service robots; SURF; indoor service vehicle; novel positioning system; pictographs detection; practical localization system; self-position estimating system; service robots navigation; speeded up robust feature algorithm; Cameras; Feature extraction; Fires; Navigation; Robot kinematics; Robot vision systems;
Conference_Titel :
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-61284-969-0
DOI :
10.1109/IECON.2011.6119644