• DocumentCode
    1140429
  • Title

    An iterative method for the identification of MA systems

  • Author

    Ohsmann, Martin

  • Author_Institution
    Lehrstuhl I fuer Math., RWTH Aachen, West Germany
  • Volume
    36
  • Issue
    1
  • fYear
    1988
  • fDate
    1/1/1988 12:00:00 AM
  • Firstpage
    106
  • Lastpage
    109
  • Abstract
    An iterative method for the identification of an nth-order moving average (MA) system is proposed which is based on a matrix splitting. Because of the special structures of the matrices involved, only O(n) storage is needed. One iteration is accomplished in O(n2) operations, and the algorithm may be executed on a pipeline multiprocessor. Few iterations are required to yield sufficient results, so the algorithm is fast. A simple error estimate can be obtained
  • Keywords
    computational complexity; error analysis; identification; iterative methods; matrix algebra; pipeline processing; spectral analysis; algorithm; error estimate; iterative method; matrix splitting; nth order moving average system; pipeline multiprocessor; storage complexity; Equations; Finite impulse response filter; Helium; Iterative algorithms; Iterative methods; Least squares methods; Pipelines; Symmetric matrices; Vectors; Velocity measurement;
  • fLanguage
    English
  • Journal_Title
    Acoustics, Speech and Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0096-3518
  • Type

    jour

  • DOI
    10.1109/29.1496
  • Filename
    1496
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1140429