• DocumentCode
    1743785
  • Title

    Performance comparison of adaptive and robust predictors for long range dependent signals

  • Author

    Boel, R.K. ; Mareels, I.M.Y. ; James, M.R.

  • Author_Institution
    Dept. of Electr. Eng., Ghent Univ., Belgium
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    73
  • Abstract
    In the context of long range dependent processes we compare robust and adaptive prediction/filtering. The intuitive observation that adaptation achieves optimality asymptotically and outperforms in the long run robust filtering is quantified through the estimation of convergence rates and levels of achievable performance
  • Keywords
    adaptive filters; adaptive signal processing; convergence; filtering theory; optimisation; prediction theory; stability; achievable performance levels; adaptive predictors; asymptotic optimality; convergence rate estimation; filtering; long-range dependent signals; robust filtering; robust predictors; Adaptive filters; Feedback loop; Information filtering; Information filters; Information technology; Parameter estimation; Power system modeling; Predictive models; Robust control; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
  • Conference_Location
    Sydney, NSW
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-6638-7
  • Type

    conf

  • DOI
    10.1109/CDC.2000.912735
  • Filename
    912735