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Section B

An algorithm for rank estimation and subspace tracking

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Pages 1194-1203 | Received 20 Feb 2007, Accepted 01 Nov 2007, Published online: 17 Jun 2009

References

  • Barlow , J. L. and Erbay , H. Modifiable Low-rank Approximation to a Matrix . under review
  • Barlow , J. L. , Erbay , H. and Slapni car , I. 2005 . Alternative algorithms for construction and refinement of ULV decompostions . SIAM J. Matrix Anal. Appl. , 27 : 198 – 211 .
  • Barlow , J. L. , Erbay , H. and Zhang , Z. A modified Gram-Schmidt based downdating technique for the ULV decompositions with applications to recursive TLS problems . Advanced Signal Processing Algorithm, Archives and Implementation IX, F.T. Luk, ed.,Vol. 3807 SPIE Proceedings . Bellingham, WA. pp. 247 – 257 .
  • Bjorck , A. 1996 . Numerical Methods for Least Squares Problems , Philadelphia, PA : SIAM publications .
  • Davis , C. and Kahan , W. M. 1970 . The rotation of eigenvectors by a perturbation III . SIAM J. Num. Anal. , 7 : 1 – 46 .
  • Fierro , R. D. and Hansen , P. C. 1995 . Accuracy of TSVD solutions computed from rank revealing two-sided orthogonal decompositions . Numer. Math. , 70 : 453 – 471 .
  • Parlett , B. N. 1997 . The Symmetric Eigenvalue Problem , Philadelphia : SIAM publications .
  • Rabideau , D. J. 1996 . Fast, rank adaptive subspace tracking and applications . IEEE Trans. Signal Process , 44 : 2229 – 2244 .
  • Stewart , G. W. 1992 . An updating algorithm for subspace tracking . IEEE Trans. Signal Process , 40 : 1535 – 1541 .
  • van Huffel , S. and Vandewalle , J. 1991 . The Total Least Squares Problem: Computational Aspects and Analysis , Philadelphia, PA : SIAM publications .

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