• DocumentCode
    1344125
  • Title

    A fast squares power inversion array for tracking nonstationary environments

  • Author

    Ko, C.C.

  • Author_Institution
    Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
  • Volume
    48
  • Issue
    6
  • fYear
    2000
  • fDate
    6/1/2000 12:00:00 AM
  • Firstpage
    1811
  • Lastpage
    1814
  • Abstract
    This correspondence presents and investigates a fast algorithm tracking of nonstationary environments in power inversion. The algorithm is based on the use of iterative least squares techniques and the introduction of an additional gradient vector in the objective function so that both the optimal weight vector and its rate of change are estimated recursively. Although the algorithm is computationally more complex than conventional least squares methods, it has better performance in moving sources as the velocities of the latter are also being estimated
  • Keywords
    adaptive signal processing; array signal processing; gradient methods; inverse problems; least squares approximations; tracking; computational complexity; fast algorithm tracking; fast squares power inversion array; gradient vector; iterative least squares techniques; moving sources; nonstationary environments; objective function; optimal weight vector; performance; rate of change; tracking; velocities; Adaptive algorithm; Adaptive arrays; Convergence; Interference cancellation; Iterative algorithms; Least squares approximation; Least squares methods; Power generation; Recursive estimation; Spread spectrum radar;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.845942
  • Filename
    845942