Title :
An identified LPV model for mobile robots navigation with audio features
Author :
Manzanares, Manuel ; Bolea, Yolanda ; Grau, Antoni
Author_Institution :
Autom. Control Dept, Tech. Univ. of Catalonia at Barcelona, Barcelona, Spain
Abstract :
Non-speech audio is becoming more attractive to be used as features to mobile robots navigation in industrial environments. In this paper authors present their advances in determining robot´s position in indoor spaces using as sound sources industrial machines. A novel model is build to locate the robot under different spaces. An identification process is used to obtain the LPV model and it is validated using a real robot. Some uncertainties due to the robot motion and other factors have been taken into account when determining the robot´s position and the obtained results demonstrate the validity of the model.
Keywords :
audio signal processing; linear systems; mobile robots; path planning; identified LPV model; linear parameter varying model; mobile robot navigation; robot audio features; robot position; Acoustics; Mathematical model; Microphones; Resonant frequency; Robot kinematics; Robot sensing systems;
Conference_Titel :
IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Glendale, AZ
Print_ISBN :
978-1-4244-5225-5
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2010.5675517