• DocumentCode
    2461062
  • Title

    Efficient complex matrix transformations with CORDIC

  • Author

    Hemkumar, Nariankadu D. ; Cavallaro, Joseph R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
  • fYear
    1993
  • fDate
    29 Jun-2 Jul 1993
  • Firstpage
    122
  • Lastpage
    129
  • Abstract
    A two-sided unitary transformation (Q transformation) structured to permit integrated evaluation and application using CORDIC primitives is introduced. The Q transformation is shown to be useful as an atomic operation in parallel arrays for computing the eigenvalue/singular value decomposition of Hermitian/arbitrary matrices, and three specific Q transformations that are needed in such arrays are identified. Issues related to the use of CORDIC for complex arithmetic are addressed, and implementations in both conventional (nonredundant) CORDIC and redundant and online modifications to CORDIC are described. If the time to compute a CORDIC operation in nonredundant CORDIC is Tc, the Q transformations identified here can be evaluated and/or applied in 2T c using four CORDIC modules for maximum concurrency. In either case, 0.5 Tc is required to account for scale factor correction. It is shown that a Q transformation can be evaluated and/or applied in ≈10n, where n is the desired bit-precision
  • Keywords
    digital arithmetic; eigenvalues and eigenfunctions; matrix decomposition; CORDIC; eigenvalue; matrix transformations; parallel arrays; singular value decomposition; unitary transformation; Concurrent computing; Convergence; Eigenvalues and eigenfunctions; Iterative algorithms; Jacobian matrices; Matrix decomposition; Parallel algorithms; Parallel architectures; Signal processing algorithms; Singular value decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Arithmetic, 1993. Proceedings., 11th Symposium on
  • Conference_Location
    Windsor, Ont.
  • Print_ISBN
    0-8186-3862-1
  • Type

    conf

  • DOI
    10.1109/ARITH.1993.378101
  • Filename
    378101