• Title of article

    High-performance numerical algorithms and software for structured total least squares

  • Author/Authors

    Markovsky، نويسنده , , Ivan and Van Huffel، نويسنده , , Sabine، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2005
  • Pages
    21
  • From page
    311
  • To page
    331
  • Abstract
    We present a software package for structured total least-squares approximation problems. The allowed structures in the data matrix are block-Toeplitz, block-Hankel, unstructured, and exact. Combination of blocks with these structures can be specified. The computational complexity of the algorithms is O ( m ) , where m is the sample size. We show simulation examples with different approximation problems. Application of the method for multivariable system identification is illustrated on examples from the database for identification of systems DAISY.
  • Keywords
    Parameter estimation , Deconvolution , Structured total least squares , System identification , numerical linear algebra
  • Journal title
    Journal of Computational and Applied Mathematics
  • Serial Year
    2005
  • Journal title
    Journal of Computational and Applied Mathematics
  • Record number

    1552970