• DocumentCode
    1409785
  • Title

    Automatic bound estimation: a practical development in optimal bounding ellipsoid processing

  • Author

    Lin, T.M. ; Nayeri, M. ; Deller, J.R., Jr.

  • Author_Institution
    Dept. of Electr. Eng., Michigan State Univ., East Lansing, MI, USA
  • Volume
    4
  • Issue
    8
  • fYear
    1997
  • Firstpage
    236
  • Lastpage
    239
  • Abstract
    Practical application of optimal bounding ellipsoid identification is made possible by the optimal bounding ellipsoid algorithm with automatic bound estimation (OBE-ABE), which automatically estimates model error bounds. Lack of tenable bounds in many real problems has rendered these interesting new methods impractical. OBE-ABE is consistently convergent under proven conditions, and offers significant computational advantages.
  • Keywords
    convergence of numerical methods; optimisation; parameter estimation; signal processing; OBE-ABE; automatic bound estimation; computation; convergence; ellipsoid identification; model error bounds; optimal bounding ellipsoid processing; Computational efficiency; Ellipsoids; Least squares approximation; Noise robustness; Parameter estimation; Resonance light scattering; Signal processing algorithms; State estimation; System identification; Technological innovation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.611289
  • Filename
    611289
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1409785