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Volumn 52, Issue 1, 2004, Pages 1-10

Sliding Window Adaptive SVD Algorithms

Author keywords

Sliding window; Subspace tracking; SVD

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; EIGENVALUES AND EIGENFUNCTIONS; MATRIX ALGEBRA; OPTIMIZATION; ROBUSTNESS (CONTROL SYSTEMS);

EID: 0346342543     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2003.820069     Document Type: Article
Times cited : (62)

References (35)
  • 1
    • 0025474239 scopus 로고
    • Tracking a few extreme singular values and vectors in signal processing
    • Aug.
    • P. Comon and G. H. Golub, "Tracking a few extreme singular values and vectors in signal processing," Proc. IEEE, vol. 78, pp. 1327-1343, Aug. 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1327-1343
    • Comon, P.1    Golub, G.H.2
  • 2
    • 0022665581 scopus 로고
    • Estimating the covariance matrix by signal subspace averaging
    • Feb.
    • I. Karasalo, "Estimating the covariance matrix by signal subspace averaging," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 8-12, Feb. 1986.
    • (1986) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-34 , pp. 8-12
    • Karasalo, I.1
  • 3
    • 0030244541 scopus 로고    scopus 로고
    • Fast, rank adaptive subspace tracking and applications
    • Sept.
    • D. J. Rabideau, "Fast, rank adaptive subspace tracking and applications," IEEE Trans. Signal Processing, vol. 44, pp. 2229-2244, Sept. 1996.
    • (1996) IEEE Trans. Signal Processing , vol.44 , pp. 2229-2244
    • Rabideau, D.J.1
  • 4
    • 0038088221 scopus 로고
    • An SVD updating algorithm for subspace tracking
    • M. Moonen, P. V. Dooren, and J. Vandewalle, "An SVD updating algorithm for subspace tracking," SIAM J. Matrix Anal. Appl., vol. 13, no. 4, pp. 1015-1038, 1992.
    • (1992) SIAM J. Matrix Anal. Appl. , vol.13 , Issue.4 , pp. 1015-1038
    • Moonen, M.1    Dooren, P.V.2    Vandewalle, J.3
  • 5
    • 0028408794 scopus 로고
    • A TQR-iteration based adaptive SVD for real time angle and frequency tracking
    • Apr.
    • E. M. Dowling, L. P. Ammann, and R. D. DeGroat, "A TQR-iteration based adaptive SVD for real time angle and frequency tracking," IEEE Trans. Signal Processing, vol. 42, pp. 914-926, Apr. 1994.
    • (1994) IEEE Trans. Signal Processing , vol.42 , pp. 914-926
    • Dowling, E.M.1    Ammann, L.P.2    DeGroat, R.D.3
  • 6
    • 0030392811 scopus 로고    scopus 로고
    • Low-rank adaptive filters
    • Dec.
    • P. Strobach, "Low-rank adaptive filters," IEEE Trans. Signal Processing, vol. 44, pp. 2932-2947, Dec. 1996.
    • (1996) IEEE Trans. Signal Processing , vol.44 , pp. 2932-2947
    • Strobach, P.1
  • 7
    • 0031139391 scopus 로고    scopus 로고
    • Bi-iteration SVD subspace tracking algorithms
    • May
    • _, "Bi-iteration SVD subspace tracking algorithms," IEEE Trans. Signal Processing, vol. 45, pp. 1222-1240, May 1997.
    • (1997) IEEE Trans. Signal Processing , vol.45 , pp. 1222-1240
  • 8
    • 0033314570 scopus 로고    scopus 로고
    • A new look at the power method for fast subspace tracking
    • Oct.
    • Y. Hua, Y. Xiang, T. Chen, K. Abed-Meraim, and Y. Miao, "A new look at the power method for fast subspace tracking," Digital Signal Processing, vol. 9, no. 4, pp. 297-314, Oct. 1999.
    • (1999) Digital Signal Processing , vol.9 , Issue.4 , pp. 297-314
    • Hua, Y.1    Xiang, Y.2    Chen, T.3    Abed-Meraim, K.4    Miao, Y.5
  • 10
    • 0026882267 scopus 로고
    • An updating algorithm for subspace tracking
    • June
    • G. W. Stewart, "An updating algorithm for subspace tracking," IEEE Trans. Signal Processing, vol. 40, pp. 1535-1541, June 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , pp. 1535-1541
    • Stewart, G.W.1
  • 11
    • 0028482633 scopus 로고
    • Fast algorithms for updating signal subspaces
    • Aug.
    • G. Xu, H. Zha, G. H. Golub, and T. Kailath, "Fast algorithms for updating signal subspaces," IEEE Trans. Circuits Syst., vol. 41, pp. 537-549, Aug. 1994.
    • (1994) IEEE Trans. Circuits Syst. , vol.41 , pp. 537-549
    • Xu, G.1    Zha, H.2    Golub, G.H.3    Kailath, T.4
  • 12
    • 0002399288 scopus 로고
    • Neural networks, principal components and subspaces
    • E. Oja, "Neural networks, principal components and subspaces," Int. J. Neural Syst., vol. 1, no. 1, pp. 61-68, 1989.
    • (1989) Int. J. Neural Syst. , vol.1 , Issue.1 , pp. 61-68
    • Oja, E.1
  • 13
    • 0027206958 scopus 로고
    • Least mean square error reconstruction principle for self-organizing neural nets
    • L. Xu, "Least mean square error reconstruction principle for self-organizing neural nets," Neural Networks, vol. 6, pp. 627-648, 1993.
    • (1993) Neural Networks , vol.6 , pp. 627-648
    • Xu, L.1
  • 14
    • 0035187852 scopus 로고    scopus 로고
    • Unified stabilization approach to principal and minor components extraction algorithms
    • T. Chen and S. Amari, "Unified stabilization approach to principal and minor components extraction algorithms," Neural Networks, vol. 14, no. 10, pp. 1377-1387, 2001.
    • (2001) Neural Networks , vol.14 , Issue.10 , pp. 1377-1387
    • Chen, T.1    Amari, S.2
  • 15
    • 0028427087 scopus 로고
    • Adaptive principal component extraction (APEX) and applications
    • Jan.
    • S. Y. Kung, K. I. Diamantaras, and J. S. Taur, "Adaptive principal component extraction (APEX) and applications," IEEE Trans. Signal Processing, vol. 43, pp. 1202-1217, Jan. 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 1202-1217
    • Kung, S.Y.1    Diamantaras, K.I.2    Taur, J.S.3
  • 16
    • 0029252419 scopus 로고
    • Adaptive estimation of eigensubspace
    • Feb.
    • G. Mathew and V. U. Reddy, "Adaptive estimation of eigensubspace," IEEE Trans. Signal Processing, vol. 43, pp. 401-411, Feb. 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 401-411
    • Mathew, G.1    Reddy, V.U.2
  • 17
    • 0029309584 scopus 로고
    • Conjugate gradient eigenstructure tracking for adaptive spectral estimation
    • May
    • Z. Fu and E. M. Dowling, "Conjugate gradient eigenstructure tracking for adaptive spectral estimation," IEEE Trans. Signal Processing, vol. 43, pp. 1151-1160, May 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 1151-1160
    • Fu, Z.1    Dowling, E.M.2
  • 18
    • 0029196852 scopus 로고
    • Projection approximation subspace tracking
    • Jan.
    • B. Yang, "Projection approximation subspace tracking," IEEE Trans. Signal Processing, vol. 44, pp. 95-107, Jan. 1995.
    • (1995) IEEE Trans. Signal Processing , vol.44 , pp. 95-107
    • Yang, B.1
  • 19
    • 0032123957 scopus 로고    scopus 로고
    • Fast subspace tracking and neural network learning by a novel information criterion
    • July
    • Y. Miao and Y. Hua, "Fast subspace tracking and neural network learning by a novel information criterion," IEEE Trans. Signal Processing, vol. 46, pp. 1967-1979, July 1998.
    • (1998) IEEE Trans. Signal Processing , vol.46 , pp. 1967-1979
    • Miao, Y.1    Hua, Y.2
  • 22
    • 0026824966 scopus 로고
    • Noniterative subspace tracking
    • Mar
    • R. D. DeGroat, "Noniterative subspace tracking," IEEE Trans. Signal Processing, vol. 40, pp. 571-577, Mar, 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , pp. 571-577
    • DeGroat, R.D.1
  • 25
    • 0030704934 scopus 로고    scopus 로고
    • SVD-updating via constrained perturbations with application to subspace tracking
    • B. Champagne, "SVD-updating via constrained perturbations with application to subspace tracking," Signals, Syst., Comput., vol. 2, pp. 1379-1385, 1996.
    • (1996) Signals, Syst., Comput. , vol.2 , pp. 1379-1385
    • Champagne, B.1
  • 27
    • 0031070960 scopus 로고    scopus 로고
    • Square Hankel SVD subspace tracking algorithms
    • Feb.
    • P. Strobach, "Square Hankel SVD subspace tracking algorithms," Signal Process., vol. 57, no. 1, pp. 1-18, Feb. 1997.
    • (1997) Signal Process. , vol.57 , Issue.1 , pp. 1-18
    • Strobach, P.1
  • 28
    • 0032636594 scopus 로고    scopus 로고
    • Two algorithms for fast approximate subspace tracking
    • July
    • E. C. Real, D. W. Tufts, and J. W. Cooley, "Two algorithms for fast approximate subspace tracking," IEEE Trans Signal Processing, vol. 47, pp. 1936-1945, July 1999.
    • (1999) IEEE Trans Signal Processing , vol.47 , pp. 1936-1945
    • Real, E.C.1    Tufts, D.W.2    Cooley, J.W.3
  • 29
    • 0001385379 scopus 로고
    • A simultaneous iteration method for the unsymmetric eigenvalue problem
    • M. Clint and A. Jennings, "A simultaneous iteration method for the unsymmetric eigenvalue problem," J. Inst. Math. Appl., vol. 8, pp. 111-121, 1971.
    • (1971) J. Inst. Math. Appl. , vol.8 , pp. 111-121
    • Clint, M.1    Jennings, A.2
  • 34
    • 0024702515 scopus 로고
    • ESPRIT-estimation of signal parameters via rotational invariance techniques
    • July
    • R. Roy and T. Kailath, "ESPRIT-estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 984-995, July 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.37 , pp. 984-995
    • Roy, R.1    Kailath, T.2
  • 35
    • 0032162351 scopus 로고    scopus 로고
    • Fast recursive subspace adaptive ESPRIT algorithms
    • Sept.
    • P. Strobach, "Fast recursive subspace adaptive ESPRIT algorithms," IEEE Trans. Signal Processing, vol. 46, pp. 2413-2430, Sept. 1998.
    • (1998) IEEE Trans. Signal Processing , vol.46 , pp. 2413-2430
    • Strobach, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.