• DocumentCode
    3119440
  • Title

    Application of adaptive self-organizing CMAC_GBF to aircraft landing system

  • Author

    Cheng, Chung-Ju ; Juang, Jih-Gau

  • Author_Institution
    Dept. of Commun., Navig. & Control Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    2311
  • Lastpage
    2318
  • Abstract
    This paper presents an intelligent control scheme that uses an adaptive self-organizing cerebellar model articulation controller with general basis function (CMAC_GBF) in aircraft automatic landing system (ALS). During landing phase if the flight condition is out of the desired or preset environments, such as encountering severe turbulence, the ALS is disabled. The proposed intelligent controller can act as an experienced pilot and guide the aircraft landed safely in the serious condition. Lyapunov theory is applied to obtain adaptive learning rule and stability analysis is also provided. The performance of the proposed controller is better than conventional CMAC_GBF.
  • Keywords
    Lyapunov methods; adaptive control; aerospace safety; aircraft landing guidance; neurocontrollers; self-adjusting systems; turbulence; Lyapunov theory; adaptive learning rule; adaptive self-organizing CMAC_GBF; adaptive self-organizing cerebellar model articulation controller; aircraft automatic landing system; aircraft landed safely; general basis function; intelligent control scheme; intelligent controller; stability analysis; turbulence; Accidents; Aerospace control; Aircraft; Atmospheric modeling; Hypercubes; Wind speed; PID control; automatic landing system; general basis function; self-organizing CMAC; turbulence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-7315-1
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2011.6007461
  • Filename
    6007461