• DocumentCode
    2721802
  • Title

    Methods based on ordered fuzzy numbers used in fuzzy control

  • Author

    Prokopowicz, Piotr

  • Author_Institution
    Inst. of Environ. Mech. & Appl. Comput. Sci., Bydgoszcz Univ., Poland
  • fYear
    2005
  • fDate
    23-25 June 2005
  • Firstpage
    349
  • Lastpage
    354
  • Abstract
    The model of the ordered fuzzy numbers (OFN) has been defined and explored in the recent publications of the author and his co-workers (2003 and 2004). It provides a quite simple representation of non-precise information and algebraic operations on them. If one performs many operations on OFN´s then the fuzziness of their results is limited in contrast to the operations on standard convex fuzzy numbers. The implementation of OFN in a fuzzy controller is made. The controller makes use of multi-conditional fuzzy rules. New methods of determining their levels of activities are proposed as well inference methods based on special properties of OFNs. Fuzzy control is applied here to a hypothetical process of moving device (can be related to car, robot, etc.). Proposed control uses the readings from two devices: actual speed and distance to a critical (boundary) point, which cannot be achieved. The control variable is the applying acceleration. Goal of the control is to keep the device in a safe distance from the critical point.
  • Keywords
    acceleration control; automobiles; fuzzy control; fuzzy reasoning; fuzzy set theory; mobile robots; multivariable control systems; number theory; acceleration; car; fuzzy control; fuzzy controller; inference methods; moving device; multiconditional fuzzy rules; ordered fuzzy numbers; robot; Algebra; Arithmetic; Computer science; Electronic mail; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot Motion and Control, 2005. RoMoCo '05. Proceedings of the Fifth International Workshop on
  • Print_ISBN
    83-7143-266-6
  • Type

    conf

  • DOI
    10.1109/ROMOCO.2005.201448
  • Filename
    1554427