• DocumentCode
    2490892
  • Title

    Survey on robot multi-sensor information fusion technology

  • Author

    Zhao, Xiaochuan ; Luo, Qingsheng ; Han, Baoling

  • Author_Institution
    Sch. of Aerosp. Sci. & Eng., Beijing Inst. of Technol., Beijing
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    5019
  • Lastpage
    5023
  • Abstract
    Multi-sensor information fusion technology is an emerging technology, which is the foundation of robot intelligent control. This paper introduces the definition of multi-sensor information fusion technology from bionic, mathematic and engineering aspects respectively. Multi-sensor information fusion technologypsilas working process is explained. The principles, advantages and shortcomings of some common multi-sensor information algorithms such as weighted average method, Kalman filtering, Bayes estimation, Dempster-Shafer evidential reasoning, fuzzy logic and neural networks are proposed. This survey overviews and analyses the study status of multi-sensor information fusion technology applied in robotics field. Some typical applications are given to illustrate the advantages of robot multi-sensor information fusion technology. The authors forecast the developing trend of robot multi-sensor information fusion technology from the following four aspects: sensor manufacture, sampling rate, information fusion algorithm and bio-inspired information.
  • Keywords
    Bayes methods; Kalman filters; fuzzy logic; inference mechanisms; neural nets; robots; sensor fusion; Bayes estimation; Dempster-Shafer evidential reasoning; Kalman filtering; fuzzy logic; multisensor information fusion; neural network; robot intelligent control; weighted average method; Filtering algorithms; Fuzzy logic; Information filtering; Information filters; Intelligent control; Intelligent robots; Kalman filters; Mathematics; Neural networks; Robot sensing systems; information fusion; multi-sensor; robot; status and prospect;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4593742
  • Filename
    4593742