• DocumentCode
    2912238
  • Title

    A framework for an artificial immunity and speech based navigation for mobile robots

  • Author

    Singh, Chigham Tejbanta ; Maulik, Ujjwal

  • Author_Institution
    Sikkim Manipal Inst. of Technol., Rangpo
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    1247
  • Lastpage
    1251
  • Abstract
    In recent years speech recognition technology and immunity based algorithms have made an impact in various areas and are deployed for a wide range of applications. This paper describes a learning process of a mobile robot which takes speech input as commands and performs some navigation task through a distinct man-machine interaction with the application of the learning based on the Artificial Immune System. For this purpose a 4-channel radio controlled Wheelbot and Microsofpsilas Speech SDK for speech recognition is employed. The speech recognition system is trained to recognize defined commands and the robot has been designed to navigate based on the instruction through the Speech Commands. The position of the obstacles are learnt and avoided by the help of immune algorithm.
  • Keywords
    man-machine systems; mobile robots; path planning; speech recognition; telerobotics; 4-channel radio controlled wheelbot; artificial immune system; distinct man-machine interaction; immunity based algorithms; learning process; mobile robots; speech based navigation; speech commands; speech recognition technology; Evolutionary computation; Mobile robots; Navigation; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-1822-0
  • Electronic_ISBN
    978-1-4244-1823-7
  • Type

    conf

  • DOI
    10.1109/CEC.2008.4630956
  • Filename
    4630956