• DocumentCode
    1853722
  • 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
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    1070
  • Lastpage
    1075
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
  • Conference_Location
    Glendale, AZ
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-4244-5225-5
  • Electronic_ISBN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2010.5675517
  • Filename
    5675517