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Volumn 56, Issue 4, 2008, Pages 1411-1420

Variable step-size LMS alagorithm for fractal signals

Author keywords

Fractal signals; Variable step size LMS algorithm

Indexed keywords

ALGORITHMS; COVARIANCE MATRIX; VECTORS;

EID: 41849095165     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.909374     Document Type: Article
Times cited : (28)

References (30)
  • 1
    • 0021523150 scopus 로고
    • Fractal-based description of natural scene
    • Nov
    • A. P. Pentland, "Fractal-based description of natural scene," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 661-674, Nov. 1984.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-6 , Issue.6 , pp. 661-674
    • Pentland, A.P.1
  • 2
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noises and applications
    • Oct
    • B. B. Mandelbrot and J. W. Van Ness, "Fractional Brownian motions, fractional noises and applications," SIAM Rev., vol. 10, pp. 422-437, Oct. 1968.
    • (1968) SIAM Rev , vol.10 , pp. 422-437
    • Mandelbrot, B.B.1    Van Ness, J.W.2
  • 4
    • 0035339968 scopus 로고    scopus 로고
    • nthorder fractional Brownian motion and fractional Gaussian noises
    • May
    • E. Perrin, R. Harba, C. B. Joseph, I. Iribarren, and A. Bonami, "nthorder fractional Brownian motion and fractional Gaussian noises," IEEE Trans. Signal Process., vol. 49, no. 5, pp. 1049-1059, May 2001.
    • (2001) IEEE Trans. Signal Process , vol.49 , Issue.5 , pp. 1049-1059
    • Perrin, E.1    Harba, R.2    Joseph, C.B.3    Iribarren, I.4    Bonami, A.5
  • 5
    • 0036503063 scopus 로고    scopus 로고
    • A fast estimation algorithm on the Hurst parameter of discrete-time fractional Brownian motion
    • Mar
    • Y. C. Chang and S. Chang, "A fast estimation algorithm on the Hurst parameter of discrete-time fractional Brownian motion," IEEE Trans. Signal Process., vol. 50, no. 3, pp. 554-559, Mar. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.3 , pp. 554-559
    • Chang, Y.C.1    Chang, S.2
  • 6
    • 0031208677 scopus 로고    scopus 로고
    • Dimension estimation of discrete-time fractional Brownian motion with applications to image texture classification
    • Aug
    • S. C. Liu and S. Chang, "Dimension estimation of discrete-time fractional Brownian motion with applications to image texture classification," IEEE Trans. Image Process., vol. 6, pp. 1176-1184, Aug. 1997.
    • (1997) IEEE Trans. Image Process , vol.6 , pp. 1176-1184
    • Liu, S.C.1    Chang, S.2
  • 7
    • 34250842720 scopus 로고
    • On the spectrum of fractional Brownian motions
    • Feb
    • P. Flandrin, "On the spectrum of fractional Brownian motions," IEEE Trans. Inf. Theory, vol. 35, pp. 197-199, Feb. 1989.
    • (1989) IEEE Trans. Inf. Theory , vol.35 , pp. 197-199
    • Flandrin, P.1
  • 8
    • 0041625002 scopus 로고    scopus 로고
    • An oriented fractal analysis for the characterization of texture: Application to bone radiographs
    • Sep
    • T. Loussot, R. Harba, G. Jacquet, C. L. Benhamou, E. Lespesailles, and A. Julien, "An oriented fractal analysis for the characterization of texture: Application to bone radiographs," EUSIPCO Signal Process. vol. I, pp. 371-374, Sep. 1996.
    • (1996) EUSIPCO Signal Process , vol.1 , pp. 371-374
    • Loussot, T.1    Harba, R.2    Jacquet, G.3    Benhamou, C.L.4    Lespesailles, E.5    Julien, A.6
  • 9
    • 0027681362 scopus 로고
    • Fractional Brownian motion models for synthetic aperture radar imagery scene segmentation
    • Oct
    • C. V. Stewart, B. Moghaddam, K. J. Hintz, and L. M. Novak, "Fractional Brownian motion models for synthetic aperture radar imagery scene segmentation," Proc. IEEE, vol. 81, pp. 1511-1522, Oct. 1993.
    • (1993) Proc. IEEE , vol.81 , pp. 1511-1522
    • Stewart, C.V.1    Moghaddam, B.2    Hintz, K.J.3    Novak, L.M.4
  • 10
    • 0024683568 scopus 로고
    • Fractal feature analysis and classification in medical imaging
    • Jun
    • C. C. Chen, J. S. Daponte, and M. D. Fox, "Fractal feature analysis and classification in medical imaging," IEEE Trans. Med. Imag., vol. 8, no. 2, pp. 133-142, Jun. 1989.
    • (1989) IEEE Trans. Med. Imag , vol.8 , Issue.2 , pp. 133-142
    • Chen, C.C.1    Daponte, J.S.2    Fox, M.D.3
  • 11
    • 0026829738 scopus 로고
    • Estimation of fractal signals from noisy measurements using wavelets
    • Mar
    • G. W. Wornell and A. V. Oppenheim, "Estimation of fractal signals from noisy measurements using wavelets," IEEE Trans. Signal Process., vol. 40, no. 3, pp. 611-623, Mar. 1992.
    • (1992) IEEE Trans. Signal Process , vol.40 , Issue.3 , pp. 611-623
    • Wornell, G.W.1    Oppenheim, A.V.2
  • 13
    • 0035309110 scopus 로고    scopus 로고
    • A new class of gradient adaptive step-size LMS algorithms
    • Apr
    • Wee-Peng and B. Farhang-Boroujeny, "A new class of gradient adaptive step-size LMS algorithms," IEEE Trans. Signal Process., vol. 49, no. 4, pp. 805-810, Apr. 2001.
    • (2001) IEEE Trans. Signal Process , vol.49 , Issue.4 , pp. 805-810
    • Peng, W.1    Farhang-Boroujeny, B.2
  • 15
    • 0016987049 scopus 로고
    • Stationary and non-stationary learning characteristics of the LMS adaptive filter
    • Aug
    • B. Widrow, J. M. McCool, M. G. Larimore, and C. R. Johnson Jr., "Stationary and non-stationary learning characteristics of the LMS adaptive filter," Proc. IEEE, vol. 64, pp. 1151-1162, Aug. 1976.
    • (1976) Proc. IEEE , vol.64 , pp. 1151-1162
    • Widrow, B.1    McCool, J.M.2    Larimore, M.G.3    Johnson Jr., C.R.4
  • 17
    • 0022737173 scopus 로고
    • Performance of transform-domain LMS adaptive digital filters
    • Jun
    • J. C. Lee and C. K. Un, "Performance of transform-domain LMS adaptive digital filters," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-34, no. 3, pp. 499-510, Jun. 1986.
    • (1986) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-34 , Issue.3 , pp. 499-510
    • Lee, J.C.1    Un, C.K.2
  • 19
    • 0028529662 scopus 로고
    • Variable step-size LMS algorithm: New developments and experiments
    • Oct
    • B. Farhang-Boroujeny, "Variable step-size LMS algorithm: New developments and experiments," Proc. Inst. Elect. Eng., Vis. Image Signal Process., vol. 141, no. 5, pp. 311-317, Oct. 1994.
    • (1994) Proc. Inst. Elect. Eng., Vis. Image Signal Process , vol.141 , Issue.5 , pp. 311-317
    • Farhang-Boroujeny, B.1
  • 20
    • 0027609793 scopus 로고
    • A stochastic gradient adaptive filter with gradient adaptive step size
    • Jun
    • V. J. Mathews and Z. Xie, "A stochastic gradient adaptive filter with gradient adaptive step size," IEEE Trans. Signal Process., vol. 41, no. 6, pp. 2075-2087, Jun. 1993.
    • (1993) IEEE Trans. Signal Process , vol.41 , Issue.6 , pp. 2075-2087
    • Mathews, V.J.1    Xie, Z.2
  • 21
    • 0027836834 scopus 로고
    • Analysis and implementation of variable step size adaptive algorithms
    • Aug
    • J. B. Evans, P. Xue, and B. Liu, "Analysis and implementation of variable step size adaptive algorithms," IEEE Trans. Signal Process. vol. 41, no. 8, pp. 2517-2535, Aug. 1993.
    • (1993) IEEE Trans. Signal Process , vol.41 , Issue.8 , pp. 2517-2535
    • Evans, J.B.1    Xue, P.2    Liu, B.3
  • 22
    • 0030290868 scopus 로고    scopus 로고
    • Performance of LMS based adaptive filters in tracking a time-varying plant
    • Nov
    • B. Farhang-Boroujeny and S. Gazor, "Performance of LMS based adaptive filters in tracking a time-varying plant," IEEE Trans. Signal Process., vol. 44, no. 11, pp. 2868-2871, Nov. 1996.
    • (1996) IEEE Trans. Signal Process , vol.44 , Issue.11 , pp. 2868-2871
    • Farhang-Boroujeny, B.1    Gazor, S.2
  • 23
    • 77949515579 scopus 로고
    • Fractional Brownian motion: A maximum likelihood estimator and its application to image texture
    • Sep
    • T. Lundahl, W. J. Ohley, S. M. Kay, and R. Siffert, "Fractional Brownian motion: A maximum likelihood estimator and its application to image texture," IEEE Trans. Med. Imag., vol. MI-5, no. 3, pp. 152-161, Sep. 1986.
    • (1986) IEEE Trans. Med. Imag , vol.MI-5 , Issue.3 , pp. 152-161
    • Lundahl, T.1    Ohley, W.J.2    Kay, S.M.3    Siffert, R.4
  • 24
    • 0028336445 scopus 로고
    • An efficient differential box-counting approach to compute fractal dimension of images
    • Jan
    • N. Sarkar and B. B. Chaudhary, "An efficient differential box-counting approach to compute fractal dimension of images," IEEE Trans. Syst., Man, Cybern., vol. 24, no. 1, pp. 115-120, Jan. 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern , vol.24 , Issue.1 , pp. 115-120
    • Sarkar, N.1    Chaudhary, B.B.2
  • 25
    • 0028973885 scopus 로고
    • A practical method for estimating fractal dimension
    • X. C. Jin, S. H. Ong, and Jayasooriyah, "A practical method for estimating fractal dimension," Pattern Recognit. Lett., vol. 16, pp. 457-464, 1995.
    • (1995) Pattern Recognit. Lett , vol.16 , pp. 457-464
    • Jin, X.C.1    Ong, S.H.2    Jayasooriyah3
  • 26
    • 0004754018 scopus 로고
    • Tracking error bounds of adaptive nonstationary filtering
    • E. Eweda and O. Macchi, "Tracking error bounds of adaptive nonstationary filtering," Automatica, vol. 21, no. 3, pp. 293-302, 1985.
    • (1985) Automatica , vol.21 , Issue.3 , pp. 293-302
    • Eweda, E.1    Macchi, O.2
  • 27
    • 0021391647 scopus 로고
    • On the statistical efficiency of the LMS algorithm with non-stationary inputs
    • Mar
    • B. Widrow and E. Walach, "On the statistical efficiency of the LMS algorithm with non-stationary inputs," IEEE Trans. Inf. Theory, vol. IT-30, no. 2, pp. 211-221, Mar. 1984.
    • (1984) IEEE Trans. Inf. Theory , vol.IT-30 , Issue.2 , pp. 211-221
    • Widrow, B.1    Walach, E.2
  • 28
    • 50049096257 scopus 로고    scopus 로고
    • Characterization of discrete-time fractional Brownian motion
    • presented at the, New Delhi, India, Sep. 15-17
    • A. Gupta and S. D. Joshi, "Characterization of discrete-time fractional Brownian motion," presented at the IEEE Annu. India Conf. (INDICON), New Delhi, India, Sep. 15-17, 2006.
    • (2006) IEEE Annu. India Conf. (INDICON)
    • Gupta, A.1    Joshi, S.D.2
  • 29
    • 0025213715 scopus 로고
    • Upper and lower bounds of the misadjustment in the LMS algorithm
    • Jan
    • S. Jaggi and A. B. Martinez, "Upper and lower bounds of the misadjustment in the LMS algorithm," IEEE Trans. Accoust., Speech, Signal Process., vol. 38, no. 1, pp. 164-166, Jan. 1990.
    • (1990) IEEE Trans. Accoust., Speech, Signal Process , vol.38 , Issue.1 , pp. 164-166
    • Jaggi, S.1    Martinez, A.B.2
  • 30
    • 0003807773 scopus 로고    scopus 로고
    • 4th ed. Delhi, India: Pearson Education
    • S. Haykin, Adaptive Filter Theory, 4th ed. Delhi, India: Pearson Education, 2002.
    • (2002) Adaptive Filter Theory
    • Haykin, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.