Title :
Weighted virtual tangential vector algorithm for local path planning of mobile robots
Author :
Kyung Woon Kwak ; Kyung-Soo Kim ; Soohyun Kim
Author_Institution :
Dept. of Mech. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Abstract :
A real-time path generation method for a mobile robot is newly proposed based on the virtual tangential vector (VTV). The VTV is for imposing a feature to drive a robot along with the tangential direction to a circular obstacle virtually generated in real-time. Subjected to multiple obstacles, a weighted resultant vector of all the VTVs, so-called weighted VTV (WVTV), is defined. Together with the conventional objectives such as the goal attractive vector and the obstacle repulsive vector, the WVTV is included in a multi-objective optimisation framework. Significant performance enhancements are demonstrated by simulations for complicated unknown environments.
Keywords :
collision avoidance; mobile robots; WVTV; circular obstacle; local path planning; mobile robots; multiobjective optimisation framework; obstacle repulsive vector; real-time path generation method; weighted VTV; weighted virtual tangential vector algorithm;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.3893