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.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

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


    Weitere Titelangaben:

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


    Beteiligte:
    Ghazi Zadeh, A. (Autor:in) / Fahim, A. (Autor:in) / El-Gindy, M. (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    1997


    Format / Umfang :

    62 Seiten, 39 Bilder, 11 Tabellen, 55 Quellen



    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Print


    Sprache :

    Englisch




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

    Zadeh,A.G. / Fahim,A. / El-Gindy,M. et al. | Kraftfahrwesen | 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