• DocumentCode
    290305
  • Title

    A `Jacobi´ signal processing unit for time-adaptive SVD

  • Author

    Deprettere, Ed F. ; Van Dijk, Hylke W. ; Hekstra, Gerben J.

  • Author_Institution
    Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
  • Volume
    ii
  • fYear
    1994
  • fDate
    19-22 Apr 1994
  • Abstract
    Implementing Jacobi algorithms in parallel processor arrays is a non-trivial task, in particular when the algorithms are parameterized with respect to size and the architectures are parameterized with respect to space-time trade-offs. The objective of this paper is to demonstrate that practical, time-adaptive singular value decomposition can be implemented on a parallel processor array using Cordic arithmetic and asynchronous communication, such that any degree of parallelism, from single-processor implementation up to full-size array implementation is supported by a `universal´ processing unit. This result is the product of judicious application of transformations in the combined algorithm and architecture space
  • Keywords
    Jacobian matrices; digital arithmetic; parallel processing; signal processing; singular value decomposition; Cordic arithmetic; Jacobi algorithms; Jacobi signal processing unit; asynchronous communication; parallel processor arrays; singular value decomposition; space-time trade-offs; time-adaptive SVD; universal processing unit; Adaptive arrays; Adaptive signal processing; Asynchronous communication; Jacobian matrices; Matrix decomposition; Process design; Signal processing; Signal processing algorithms; Singular value decomposition; Space technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
  • Conference_Location
    Adelaide, SA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-1775-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1994.389611
  • Filename
    389611