메뉴 건너뛰기




Volumn 17, Issue 3, 2010, Pages 237-240

Denoising nonlinear time series by adaptive filtering and wavelet shrinkage: A comparison

Author keywords

Adaptive denoising algorithm; Eeg signal; Lorenz; Wavelet

Indexed keywords

CHAOTIC LORENZ SYSTEM; CORRELATION DIMENSIONS; DE-NOISING; DE-NOISING ALGORITHM; EEG SIGNALS; ELECTROENCEPHALOGRAM SIGNALS; LYAPUNOV EXPONENT; NONLINEAR TIME SERIES; PREPROCESS; ROOT MEAN SQUARE ERRORS; SLEEP APNEA; THRESHOLDING; WAVELET DENOISING; WAVELET SHRINKAGE;

EID: 75749108283     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2009.2037773     Document Type: Article
Times cited : (236)

References (21)
  • 2
    • 67349240659 scopus 로고    scopus 로고
    • Dynamic data rectification using particle filters
    • T. Chen, J. Morris, and E. Martin, "Dynamic data rectification using particle filters," Comput. Chem. Eng., vol. 32, pp. 451-162, 2008.
    • (2008) Comput. Chem. Eng. , vol.32 , pp. 451-740
    • Chen, T.1    Morris, J.2    Martin, E.3
  • 4
    • 65349114948 scopus 로고    scopus 로고
    • Denoising deterministic time series
    • S. P. Lalley and A. B. Nobel, "Denoising deterministic time series," Dynam. PDE, vol. 3, pp. 259-279, 2006.
    • (2006) Dynam. PDE , vol.3 , pp. 259-279
    • Lalley, S.P.1    Nobel, A.B.2
  • 5
    • 0041958932 scopus 로고
    • Ideal spatial adaption via wavelet shrinkage
    • D. L. Donoho and I. M. Johnstone, "Ideal spatial adaption via wavelet shrinkage," Biometrika, vol. 81, pp. 425-455, 1994.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 6
    • 33947195340 scopus 로고    scopus 로고
    • Noise smoothing for nonlinear time series using wavelet soft threshold
    • M. Han, Y. H. Liu, J. H. Xi, and W. Guo, "Noise smoothing for nonlinear time series using wavelet soft threshold," IEEE Signal Process. Lett., vol. 14, pp. 62-65, 2007.
    • (2007) IEEE Signal Process. Lett. , vol.14 , pp. 62-65
    • Han, M.1    Liu, Y.H.2    Xi, J.H.3    Guo, W.4
  • 9
    • 65449184962 scopus 로고    scopus 로고
    • Multifractal analysis of sunspot time series: The effects of the 11-year cycle and Fourier truncation
    • J. Hu, J. B. Gao, and X. S. Wang, "Multifractal analysis of sunspot time series: The effects of the 11-year cycle and Fourier truncation," J. Statist. Mech., 2009 02 P02066.
    • (2009) J. Statist. Mech. , vol.2
    • Hu, J.1    Gao, J.B.2    Wang, X.S.3
  • 10
    • 33646981873 scopus 로고
    • Characterization of strange attractors
    • P. Grassberger and I. Procaccia, "Characterization of strange attractors," Phys. Rev. Lett., vol. 50, pp. 346-349, 1983.
    • (1983) Phys. Rev. Lett. , vol.50 , pp. 346-349
    • Grassberger, P.1    Procaccia, I.2
  • 11
    • 0008494528 scopus 로고
    • Determining Lyapunov exponents from a time series
    • A.A. Wolf, J. B. Swift, H. L. Swinney, and J. A. Vastano, "Determining Lyapunov exponents from a time series," Phys. D, vol. 16, p. 285, 1985.
    • (1985) Phys. D , vol.16 , pp. 28-31
    • Wolf, A.A.1    Swift, J.B.2    Swinney, H.L.3    Vastano, J.A.4
  • 12
    • 10944271477 scopus 로고
    • Direct dynamical test for deterministic chaos and optimal embedding of a chaotic time series
    • J. B. Gao and Z. M. Zheng, "Direct dynamical test for deterministic chaos and optimal embedding of a chaotic time series," Phys. Rev. E, vol. 49, pp. 3807-3814, 1994.
    • (1994) Phys. Rev. e , vol.49 , pp. 3807-3814
    • Gao, J.B.1    Zheng, Z.M.2
  • 13
    • 0000483903 scopus 로고    scopus 로고
    • When can noise induce chaos?
    • J. B. Gao, S. K. Hwang, and J. M. Liu, "When can noise induce chaos?," Phys. Rev. Lett., vol. 82, pp. 1132-1135, 1999.
    • (1999) Phys. Rev. Lett. , vol.82 , pp. 1132-1135
    • Gao, J.B.1    Hwang, S.K.2    Liu, J.M.3
  • 14
    • 0037122316 scopus 로고    scopus 로고
    • Noise induced Hopf bifurcationlike sequence to chaos in the Lorenz equations
    • J. B. Gao, W. W. Tung, and N. Rao, "Noise induced Hopf bifurcationlike sequence to chaos in the Lorenz equations," Phys. Rev. Lett., vol. 89, p. 254101, 2002.
    • Phys. Rev. Lett. , vol.89 , pp. 25410-25411
    • Gao, J.B.1    Tung, W.W.2    Rao, N.3
  • 15
    • 33845565552 scopus 로고    scopus 로고
    • Distinguishing chaos from noise by scale-dependent Lyapunov exponent
    • J. B. Gao, J. Hu, W.-W. Tung, and Y. H. Cao, "Distinguishing chaos from noise by scale-dependent Lyapunov exponent," Phys. Rev. E, vol. 74, p. 066204, 2006.
    • (2006) Phys. Rev. e , vol.74 , pp. 6620-6624
    • Gao, J.B.1    Hu, J.2    Tung, W.-W.3    Cao, Y.H.4
  • 16
    • 67651120017 scopus 로고    scopus 로고
    • Characterizing heart rate variability by scale-dependent lyapunov exponent
    • J. Hu, J. B. Gao, and W. W. Tung, "Characterizing heart rate variability by scale-dependent Lyapunov exponent," Chaos, vol. 19, p. 028506, 2009.
    • (2009) Chaos , vol.19 , pp. 2850-2856
    • Hu, J.1    Gao, J.B.2    Tung, W.W.3
  • 17
    • 0036136309 scopus 로고    scopus 로고
    • Detrended fuctuation analysis of EEG in sleep apnea using MIT BIH polysomnography data
    • J. M. Lee, D. J. Kim, I.-Y. Kim, K.-S. Park, and S. I. Kim, "Detrended fuctuation analysis of EEG in sleep apnea using MIT BIH polysomnography data," Comput. Biol. Medi., vol. 32, p. 3747, 2002.
    • (2002) Comput. Biol. Medi. , vol.32 , pp. 374-377
    • Lee, J.M.1    Kim, D.J.2    Kim, I.-Y.3    Park, K.-S.4    Kim, S.I.5
  • 18
    • 0001436202 scopus 로고    scopus 로고
    • Recurrence time statistics for chaotic systems and their applications
    • J. B. Gao, "Recurrence time statistics for chaotic systems and their applications," Phys. Rev. Lett., vol. 83, p. 3178, 1999.
    • (1999) Phys. Rev. Lett. , vol.83 , pp. 317-318
    • Gao, J.B.1
  • 19
    • 0034701731 scopus 로고    scopus 로고
    • On the structures and quantification of recurrence plots
    • J. B. Gao and H. Q. Cai, "On the structures and quantification of recurrence plots," Phys. Lett. A, vol. 270, pp. 75-87, 2000.
    • (2000) Phys. Lett. A , vol.270 , pp. 75-87
    • Gao, J.B.1    Cai, H.Q.2
  • 20
    • 0035363140 scopus 로고    scopus 로고
    • Detecting nonstationarity and state transitions in a time series
    • J. B. Gao, "Detecting nonstationarity and state transitions in a time series," Phys. Rev. E, vol. 63, pp. 066202-1-066202-8, 2001.
    • (2001) Phys. Rev. e , vol.63 , pp. 0662021-0662028
    • Gao, J.B.1
  • 21
    • 18544408619 scopus 로고    scopus 로고
    • Detection of weak transitions in signal dynamics using recurrence time statistics
    • J. B. Gao, Y. Cao, L. Gu, J. G. Harris, and J. C. Principe, "Detection of weak transitions in signal dynamics using recurrence time statistics," Phys. Lett. A, vol. 317, pp. 64-72, 2003.
    • (2003) Phys. Lett. A , vol.317 , pp. 64-72
    • Gao, J.B.1    Cao, Y.2    Gu, L.3    Harris, J.G.4    Principe, J.C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.