• DocumentCode
    123158
  • Title

    Radio mapping scheme using collective intelligent robots for teleoperation in unstructured environments

  • Author

    Hyun-ja Im ; Chang-Eun Lee ; Young-Jo Cho

  • Author_Institution
    Electron. & Telecommun. Res. Inst., Daejeon, South Korea
  • fYear
    2014
  • fDate
    25-29 Aug. 2014
  • Firstpage
    856
  • Lastpage
    861
  • Abstract
    In collective intelligent robots, communication capability is considered as a key feature to decide how to design the collaboration policy. A cooperative routing robot system is suggested to maintain the communication capability in between human and a robot and an algorithm to establish a seamless global communication is proposed. Generating the radio signal map is suggested to estimate an area where communication is possible. If the robots only move in the area, they can prevent the disconnection of communication in different radio environments. The proposed algorithm is composed of two steps. At the first step, Extended Kalman Filter is designed to estimate state of the radio environments. Then, the communication link a radio signal map is generated using k-NN(Nearest Neighbors)algorithm. Experiments with routing robots and sensing system verify our proposed system and algorithm are valid in real environment.
  • Keywords
    Kalman filters; cooperative systems; intelligent robots; nonlinear filters; pattern classification; telerobotics; collaboration policy; collective intelligent robots; communication capability; cooperative routing robot system; extended Kalman filter; k-NN; nearest neighbors algorithm; radio mapping scheme; radio signal map; teleoperation; unstructured environments; Indexes; Intelligent robots; Monitoring; Predictive models; Robot sensing systems; Routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Interactive Communication, 2014 RO-MAN: The 23rd IEEE International Symposium on
  • Conference_Location
    Edinburgh
  • Print_ISBN
    978-1-4799-6763-6
  • Type

    conf

  • DOI
    10.1109/ROMAN.2014.6926360
  • Filename
    6926360