Subspace estimation and tracking using enhanced versions of Oja salgorithm

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    Views: (2002)   Date: (Publication Date: 2001)   Pages: ()
  • Author:  Attallah  S. Abed-Meraim  K. Centre for Wireless Commun.;  

  • Abstract:  Abstract We present two normalized versions of the Oja (1992) algorithm (NOja and NOOja) which can be used for the estimation of minor (noise) and principal (signal) subspaces of a vector sequence. The new algorithms offer, as compared to Oja, a faster convergence, a better orthogonality and numerical stability with a slight increase in computational complexity. These algorithms can find many applications, in particular, in wireless communications

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