Title :
Robot navigation in dynamic environment using Navigation function APF with SLAM
Author :
Iizuka, Soh ; Nakamura, T. ; Suzuki, Satoshi
Author_Institution :
Dept. of Robots & Mechatron., Tokyo Denki Univ., Tokyo, Japan
Abstract :
This paper proposes a technique for navigation of a watch over robot in a dynamic environment. In order to make an environmental map around the robot, the localization of robot and the orbit generation to move avoiding the moving obstacles are required in a dynamics environment. In this study the localization of robot and the environmental map are obtained by using Simultaneous Localization and Mapping (SLAM) which makes the map by using LRF with characteristic markers. The orbit generation to avoid the moving obstacles is executed by using Navigation function that is a type of Artificial Potential Field (APF) method. The generation of an environmental map was simulated by using SLAM on the topology space. It was verified whether a robot using APF was possible to move avoiding the moving obstacles in a dynamic environment through the simulation.
Keywords :
SLAM (robots); collision avoidance; mobile robots; robot dynamics; robot vision; APF navigation function; SLAM; artificial potential field method; dynamic environment; environmental map; moving obstacle avoidance; orbit generation; robot localization; robot navigation; simultaneous localization-and-mapping; topology space; Collision avoidance; Navigation; Robot kinematics; Simultaneous localization and mapping; Space vehicles;
Conference_Titel :
Mecatronics (MECATRONICS), 2014 10th France-Japan/ 8th Europe-Asia Congress on
Conference_Location :
Tokyo
DOI :
10.1109/MECATRONICS.2014.7018605