• DocumentCode
    2551125
  • Title

    A novel human-robot interaction system based on HMM

  • Author

    Li, Zongwei ; Sun, Lei

  • Author_Institution
    Sch. of Inf. Technol. Sci., Nankai Univ., Tianjin, China
  • fYear
    2011
  • fDate
    21-25 June 2011
  • Firstpage
    457
  • Lastpage
    461
  • Abstract
    A novel human-machine interaction system based on hidden Markov model (HMM) is proposed to resolve human motion in this paper. Aiming at the complexity and exclusivity limitation of traditional robot Human Machine Interface (HMI), a kind of portable and universal device, such as smart phone, is chosen as the HMI. Smart phone´s internal accelerator and HMM are utilized to obtain people´s motion information and to transform the user intention to robot instructions. The latest 3G technology and advanced interaction method of smart phone are used to develop a friendly human-machine interaction system which is portable, universal, flexible and without limitation of distance. The experiment shows that the system introduced in this paper can realize a friendly, portable and universal robot control.
  • Keywords
    hidden Markov models; human-robot interaction; mobile handsets; path planning; service robots; 3G technology; HMM; advanced interaction method; hidden Markov model; human machine interface; human motion; human-robot interaction; robot control; robot instructions; smart phone; user intention; Hidden Markov models; Internet; Man machine systems; Robot kinematics; Service robots; Smart phones; Human-machine interaction system; Portable and universal; Resolution of human motion; Smart phone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2011 9th World Congress on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-61284-698-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2011.5970556
  • Filename
    5970556