Title :
The Local Area Map Building for Mobile Robot Navigation Using Ultrasound and Infrared Sensors
Author :
Koval, Vasyl ; Adamiv, Oleh ; Kapura, Viktor
Author_Institution :
Ternopil Nat. Economic Univ., Ternopil
Abstract :
This paper was devoted to improvement of existing and development of the new method for local area map building of mobile robot using sensor fusion techniques. The unstructured environment for navigation of mobile robots is the reason of such task. The offered method provides the local area map building using polar coordinate system and bases on the applications of artificial neural network for fusing of readings from ultrasonic and infrared sensors. Application of the proposed method allows to decrease computational complexity and to increase the accuracy of local area map.
Keywords :
computational complexity; mobile robots; navigation; neural nets; sensor fusion; artificial neural network; computational complexity; infrared sensors; local area map building; mobile robot; navigation; sensor fusion; ultrasound sensors; Artificial neural networks; Automatic meter reading; Infrared sensors; Intelligent robots; Intelligent sensors; Mobile robots; Navigation; Optical computing; Sensor fusion; Ultrasonic imaging; Artificial Neural Network; Local Area Map of Mobile Robot; Mobile Robot; Sensor Data Processing; Sensor Fusion;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2007. IDAACS 2007. 4th IEEE Workshop on
Conference_Location :
Dortmund
Print_ISBN :
978-1-4244-1347-8
Electronic_ISBN :
978-1-4244-1348-5
DOI :
10.1109/IDAACS.2007.4488459