• DocumentCode
    3514655
  • Title

    An Intelligent Controller Design for Automobile Anti-collision Based on Fuzzy Network

  • Author

    Guo Hai-ru ; Li Zhi-min

  • Author_Institution
    Sch. of Comput. & Inf. Sci., Xiaogan Univ., Xiaogan, China
  • fYear
    2010
  • fDate
    28-29 Oct. 2010
  • Firstpage
    305
  • Lastpage
    308
  • Abstract
    In order to solve the problem that the membership functions of traditional fuzzy control are difficult to be determined, a new method (fuzzy network) of fuzzy control is proposed. Fuzzy network adopted the network structure in which the membership functions, control rules, fuzzy reasoning and defuzzification process are included. Compared with the fuzzy neural network, fuzzy network don´t need learning and training, and the output control can be directly obtained after the data are inputted. Through the contrast of the design for automobile anti-collision system, the membership functions are not easy to be determined by the traditional fuzzy control method. Furthermore, the local surfaces are non-smooth. On the contrary, the membership functions are very easy to be determined by the fuzzy network method. In addition, this method can generate smooth surface. The simulation results of automobile anti-collision system indicate its validity.
  • Keywords
    collision avoidance; control system synthesis; fuzzy control; fuzzy set theory; intelligent control; road vehicles; traffic control; automobile anticollision; fuzzy control; fuzzy network; intelligent controller design; Automobiles; Fuzzy control; Gravity; Input variables; Process control; Real time systems; Velocity control; fuzzy control; fuzzy network; membership function; smoothness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
  • Conference_Location
    Huanggang
  • Print_ISBN
    978-1-4244-8148-4
  • Electronic_ISBN
    978-0-7695-4196-9
  • Type

    conf

  • DOI
    10.1109/IPTC.2010.17
  • Filename
    5663136