• DocumentCode
    1614169
  • Title

    Performance of the adaptive LMS orthogonal filters

  • Author

    Tan, Alfredo C. ; Liu, Tsui-Feng

  • Author_Institution
    Dept. of Electr. Eng., Fairleigh Dickinson Univ., Teaneck, NJ, USA
  • fYear
    1992
  • Firstpage
    1469
  • Abstract
    The authors compare the performance of the adaptive least mean square (LMS) orthogonal filters with those of adaptive LMS direct form and lattice form infinite impulse response (IIR) filters. The comparison is based on the complexities of computing the gradient, and monitoring the stability as well as the convergence properties observed from computer simulations when the adaptive filters are applied to system identification
  • Keywords
    adaptive filters; convergence; digital filters; filtering and prediction theory; least squares approximations; stability; adaptive LMS orthogonal filters; convergence properties; least mean square; performance comparison; stability; system identification; Adaptive filters; Computerized monitoring; Convergence; Digital filters; IIR filters; Lattices; Least squares approximation; Passive filters; Stability; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1992., Proceedings of the 35th Midwest Symposium on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-0510-8
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1992.271017
  • Filename
    271017
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1614169