• DocumentCode
    851426
  • Title

    Solution in the z-domain to the discrete-time stationary Kalman filtering problem for systems with perfect measurements

  • Author

    Shaked, U.

  • Author_Institution
    Tel-Aviv University, Tel-Aviv, Israel
  • Volume
    31
  • Issue
    12
  • fYear
    1986
  • fDate
    12/1/1986 12:00:00 AM
  • Firstpage
    1156
  • Lastpage
    1159
  • Abstract
    The discrete-time stationary Kalman filtering problem is solved in the z -domain for general right invertible linear systems whose measurements are all noise free. A simple expression in closed form is obtained for the transfer function of the optimal filter both for the uniform and the general nonuniform rank cases. It provides an optimal solution also for systems with uniform and nonuniform time delays. The minimum variance error of the estimate is analyzed and the independent contributions to this error of the system zeros outside the unit circle, finite and infinite, and the excess of the number of inputs over the number of measurements are investigated.
  • Keywords
    Discrete-time systems; Kalman filtering, linear systems; Delay effects; Delay estimation; Filtering; Kalman filters; Linear systems; Noise measurement; Nonlinear filters; Riccati equations; State estimation; Transfer functions;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1986.1104181
  • Filename
    1104181