• DocumentCode
    3021411
  • Title

    Implementation of Kalman filters using systolic arrays

  • Author

    Papadourakis, George M. ; Taylor, Fred J.

  • Author_Institution
    University of Central Florida, Orlando, Florida
  • Volume
    12
  • fYear
    1987
  • fDate
    31868
  • Firstpage
    783
  • Lastpage
    786
  • Abstract
    The implementation of the Kalman filter using systolic architectures is considered. Using an orthogonal array processor, a new algorithm is presented which increases the throughput of matrix operations with no additional hardware. The new algorithm makes use of high level pipelining so loading process and arithmetic operations can be performed simultaneously yielding higher PE utilization and faster performance.
  • Keywords
    Aerospace control; Clustering algorithms; Computer architecture; Gaussian noise; Radar signal processing; Recursive estimation; Signal processing algorithms; State estimation; Systolic arrays; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1987.1169910
  • Filename
    1169910