• DocumentCode
    1783812
  • Title

    The Cleaning Machine Path Design Using Image Recognition Techniques

  • Author

    Wen Yuan Chen ; Shih Sung Cheng ; Ching Te Wang ; Chin Fu Tsai ; Chiou Kou Tung

  • Author_Institution
    Dept. of Electron. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
  • fYear
    2014
  • fDate
    27-29 Aug. 2014
  • Firstpage
    439
  • Lastpage
    442
  • Abstract
    The automatic global path planning of the cleaning machine is a core work of the service-oriented robots. Its functions include wisdom of local positioning, global positioning, route planning and route tracking. The methods have double round positioning, three-point positioning, cross-ratio positioning, bilinear interpolation, cubic interpolation, memory path flow-chart, vector-path tracing, and many other algorithms. Infrared and ultrasonic waves required for the hardware are used as distance detection, and combined with a smart obstacle-avoidance algorithm to correctly avoid all the obstacles. The overall design goal is to achieve under stable, reliable states accurate control and flexible movement. In this paper, we hoped to achieve high efficiency of automatic mobile obstacle-avoidance capability by using image processing techniques.
  • Keywords
    collision avoidance; image recognition; interpolation; mobile robots; service robots; bilinear interpolation; cleaning machine path design; cross-ratio positioning; cubic interpolation; distance detection; double round positioning; global positioning; image recognition techniques; infrared waves; local positioning; memory path flow-chart; path planning; route planning; route tracking; service-oriented robots; smart obstacle-avoidance algorithm; three-point positioning; ultrasonic waves; vector-path tracing; Cameras; Cleaning; Industries; Path planning; Robot vision systems; Service robots; global path planning; image processing; obstacle-avoidance capability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on
  • Conference_Location
    Kitakyushu
  • Print_ISBN
    978-1-4799-5389-9
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2014.116
  • Filename
    6998362