Title :
Universal autonomous robot navigation using quasi optimal path generation
Author :
Lászka, Áron ; Várkonyi-Kóczy, Annamária R. ; Pék, Gábor ; Várlaki, Péter
Author_Institution :
Dept. of Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Budapest
Abstract :
Autonomous robot navigation is an important research field because these robots can solve problems where the human presence is impossible, dangerous, expensive, or uncomfortable. In this paper, a new hybrid autonomous navigation method is introduced. The algorithm is composed of visibility graph based global navigation and simple potential field based local navigation parts. It applies a new automated graph generation method which may become necessary if, because of the observed new obstacles, a new path should be generated. The quasi optimal route is found by applying the well known A* algorithm on the graph. The presented technique offers a quasi optimal universal navigation technique which can successfully be used in all, known, unknown, and dynamically changing environments.
Keywords :
graph theory; mobile robots; navigation; A* algorithm; global navigation; quasioptimal path generation; universal autonomous robot navigation; visibility graph; Environmental economics; Humans; Information systems; Interference; Mathematics; Medical robotics; Power generation economics; Radio navigation; Robot sensing systems; Robotics and automation;
Conference_Titel :
Autonomous Robots and Agents, 2009. ICARA 2009. 4th International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4244-2712-3
Electronic_ISBN :
978-1-4244-2713-0
DOI :
10.1109/ICARA.2000.4804008