Title :
Proposal of algorithms for navigation and obstacles avoidance of autonomous mobile robot
Author :
Hoang, T.T. ; Hiep, D.T. ; Duong, P.M. ; Van, N.T.T. ; Duong, B.G. ; Vinh, T.Q.
Author_Institution :
Dept. of Electron. & Comput. Eng., Univ. of Eng. & Technol. Vietnam Nat. Univ., Hanoi, Vietnam
Abstract :
This paper presents algorithms to navigate and avoid obstacles for an in-door autonomous mobile robot. A laser range finder is used to obtain 3D images of the environment. A new algorithm, namely 3D-to-2D image pressure and barriers detection (IPaBD), is proposed to create a 2D global map from the 3D images. This map is basic to design the trajectory. A tracking controller is developed to control the robot to follow the trajectory. The obstacle avoidance is addressed with the use of sonar sensors. An improved vector field histogram (Improved-VFH) algorithm is presented with improvements to overcome some limitations of the original VFH. Experiments have been conducted and the result is encouraged.
Keywords :
collision avoidance; laser ranging; mobile robots; object detection; robot vision; sensors; sonar; 2D global map; 3D-to-2D image pressure and barriers detection; IPaBD; autonomous mobile robot navigation; autonomous mobile robot obstacle avoidance; improved vector field histogram; improved-VFH algorithm; in-door autonomous mobile robot; laser range finder; sonar sensors; tracking controller; Algorithm design and analysis; Navigation; Robot kinematics; Robot sensing systems; Trajectory; 2D-laser scanner; 3D-laser image; localization; navigation; obstacles avoidance;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-6320-4
DOI :
10.1109/ICIEA.2013.6566569