Recent developments in the application of the artificial NN (neural network) and FL (fuzzy logic) have attracted the attention of many researchers in the area of vehicle dynamics and control. Neural networks are able to emulate the solution of different classes of nonlinear algebraic equations and differential transfer functions. Fuzzy logic interface systems can map those functions that have no equivalent mathematical model or whose mathematical models are very complicated. A large number of studies have been published on the application of neural networks and fuzzy logic interface systems to vehicle dynamics and control. An extensive literature survey of more than forty papers and reports, published during the last five years, has been conducted. Reviewed papers cover different subjects including: vehicle motion control, driver modelling, tyre modelling, braking control, suspension control, steering system, transmission control, and engine control. This literature review is part of an ongoing research project related to the application of neural networks and fuzzy logic to vehicle dynamics and control.


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    Title :

    Neural network and fuzzy logic applications to vehicle systems: literature survey


    Additional title:

    Anwendung von neuronale Netzen und Fuzzy-Logik auf Fahrzeuge: eine Literaturübersicht


    Contributors:
    Ghazi Zadeh, A. (author) / Fahim, A. (author) / El-Gindy, M. (author)

    Published in:

    Publication date :

    1997


    Size :

    62 Seiten, 39 Bilder, 11 Tabellen, 55 Quellen



    Type of media :

    Article (Journal)


    Type of material :

    Print


    Language :

    English




    Neural network and fuzzy logic applications to vehicle systems: literature survey

    Zadeh,A.G. / Fahim,A. / El-Gindy,M. et al. | Automotive engineering | 1997



    Fuzzy logic and neural network technologies

    Villarreal, James A. / Lea, Robert N. / Savely, Robert T. | NTRS | 1992


    Fuzzy logic and neural network technologies

    VILLARREAL, JAMES / LEA, ROBERT / SAVELY, ROBERT | AIAA | 1992