• DocumentCode
    3161141
  • Title

    Adaptive experiment design for ARMAX systems?

  • Author

    Lirong Huang ; Hjalmarsson, Hakan ; Gerencser, L.

  • Author_Institution
    ACCESS Linnaeus Center & Autom. Control Lab., KTH R. Inst. of Technol., Stockholm, Sweden
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    907
  • Lastpage
    912
  • Abstract
    A key problem in optimal input design is that the optimal input depends on some unknown system parameters that are to be identified. Adaptive design is one of the fundamental routes to handle this problem. This paper proposes an adaptive input design method for ARMAX systems based on the general stochastic framework outlined in the reference [10].
  • Keywords
    autoregressive moving average processes; design of experiments; stochastic processes; ARMAX systems; adaptive experiment design; adaptive input design method; general stochastic framework; optimal input design; Adaptive systems; Convergence; Eigenvalues and eigenfunctions; Equations; Optimization; Symmetric matrices; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6425920
  • Filename
    6425920
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3161141