• DocumentCode
    3006366
  • Title

    Finite precision analysis of the lattice and the Schur algorithms for the autocorrelation method of linear prediction

  • Author

    Rialan, Christophe P. ; Scharf, Louis L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
  • fYear
    1988
  • fDate
    11-14 Apr 1988
  • Firstpage
    2252
  • Abstract
    The authors study the finite arithmetic properties of the Schur and the lattice recursions. They derive the error variance of the reflection coefficient at each stage of each algorithm and present experimental results which agree very closely with the analytical results. They also show that the lattice recursions have a significant accuracy advantage over the Schur recursions when the problem is ill-conditioned or, equivalently, when the absolute values of the reflection coefficients are close to one
  • Keywords
    errors; finite element analysis; signal processing; Schur algorithms; autocorrelation method; error variance; finite arithmetic properties; ill-conditioned problem; lattice recursions; linear prediction; reflection coefficient; signal processing; Algorithm design and analysis; Autocorrelation; Equations; Fixed-point arithmetic; Lattices; Quantization; Reflection; Roundoff errors; Symmetric matrices; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
  • Conference_Location
    New York, NY
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1988.197085
  • Filename
    197085