Title :
Analysis of mobile robot navigation using vector field histogram according to the number of sectors, the robot speed and the width of the path
Author :
Whee Jae Yim ; Jin Bae Park
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
In this paper, we focus on the analysis of the mobile robot navigation problems with the vector field histogram (VFH) under various driving and environmental conditions. The VFH is one of the popular autonomous navigation algorithms. It constructs a polar histogram on the histogram grid map to express obstacles. To analyze the VFH, a number of numerical simulations are carried out where the number of sectors, the robot speed and the width of the path are regulated. As a result, we obtain the minimum number of sectors depending on the regulated driving and environmental conditions for successful navigation in given environments.
Keywords :
collision avoidance; mobile robots; navigation; velocity control; VFH; autonomous navigation algorithms; environmental conditions; histogram grid map; mobile robot navigation analysis; numerical simulations; path width regulation; polar histogram; regulated driving; robot speed; vector field histogram; Navigation; Robots; Vectors; Autonomous navigation; Mobile robot; Obstacle avoidance; vector field histogram;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2014 14th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-8-9932-1506-9
DOI :
10.1109/ICCAS.2014.6987943