메뉴 건너뛰기




Volumn 30, Issue 6, 2006, Pages 413-419

Comparison of AR and Welch methods in epileptic seizure detection

Author keywords

Covariance; EEG; Epileptic seizure; Modified covariance; Spectral analysis; Welch method; Yule Walker AR

Indexed keywords

ARTICLE; AUTOREGRESSIVE METHOD; CENTRAL NERVOUS SYSTEM; COVARIANCE; DIAGNOSTIC PROCEDURE; ELECTRIC ACTIVITY; ELECTROENCEPHALOGRAPHY; HUMAN; INTERMETHOD COMPARISON; NERVE POTENTIAL; SCALP; SEIZURE; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STATISTICAL MODEL; WELCH METHOD;

EID: 33845388538     PISSN: 01485598     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10916-005-9001-0     Document Type: Article
Times cited : (70)

References (15)
  • 2
    • 0037441741 scopus 로고    scopus 로고
    • Analysis of EEG records in an epileptic patient using wavelet transform
    • Adeli, H., Zhou, Z., and Dadmehr, N., Analysis of EEG records in an epileptic patient using wavelet transform. J. Neurosci. Methods 123:69-87, 2003.
    • (2003) J. Neurosci. Methods , vol.123 , pp. 69-87
    • Adeli, H.1    Zhou, Z.2    Dadmehr, N.3
  • 3
    • 0034796777 scopus 로고    scopus 로고
    • AR spectral analysis of EEG signals by using maximum likelihood estimation
    • Güler, I., Kiymik, M. K., Akin, M., and Alkan, A., AR spectral analysis of EEG signals by using maximum likelihood estimation. Comput. Biol. Med. 31:441-450, 2001.
    • (2001) Comput. Biol. Med. , vol.31 , pp. 441-450
    • Güler, I.1    Kiymik, M.K.2    Akin, M.3    Alkan, A.4
  • 4
    • 0032101235 scopus 로고    scopus 로고
    • Seizure detection of newborn EEG using a model approach
    • Zoubir, M., and Boashash, B., Seizure detection of newborn EEG using a model approach. IEEE Trans. Biomed. Eng. 45(6), 1998.
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , Issue.6
    • Zoubir, M.1    Boashash, B.2
  • 5
    • 24344510343 scopus 로고    scopus 로고
    • Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing
    • September
    • Subasi, A., Alkan, A., Koklukaya, E., and Kiymik, M. K., Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing. Neural Netw. 18(7): September 2005, 985-997.
    • (2005) Neural Netw. , vol.18 , Issue.7 , pp. 985-997
    • Subasi, A.1    Alkan, A.2    Koklukaya, E.3    Kiymik, M.K.4
  • 8
    • 0003248282 scopus 로고
    • Spectrum parameter estimation in time series analysis
    • Krishnaiah, P. R. (ed.), Academic, New York, [Ch. 1]
    • Dhaparidze, K. O., and Yaglom, A. M., Spectrum parameter estimation in time series analysis. In Krishnaiah, P. R. (ed.), Developments in Statistics, vol. 4, Academic, New York, 1-96, 1983 [Ch. 1].
    • (1983) Developments in Statistics , vol.4 , pp. 1-96
    • Dhaparidze, K.O.1    Yaglom, A.M.2
  • 9
    • 0033794194 scopus 로고    scopus 로고
    • Application of periodogram and AR spectral analysis to EEG signals
    • Akin, M., and Kiymik, M. K., Application of periodogram and AR spectral analysis to EEG signals. J. Med. Syst. 24(4):247-256, 2000.
    • (2000) J. Med. Syst. , vol.24 , Issue.4 , pp. 247-256
    • Akin, M.1    Kiymik, M.K.2
  • 10
    • 0030025924 scopus 로고    scopus 로고
    • A review of parametric modelling techniques for EEG analysis
    • Pardey, J., Roberts, S., and Tarassenko, L., A review of parametric modelling techniques for EEG analysis. Med. Eng. Phys. 18(1):2-11, 1996.
    • (1996) Med. Eng. Phys. , vol.18 , Issue.1 , pp. 2-11
    • Pardey, J.1    Roberts, S.2    Tarassenko, L.3
  • 11
    • 0029325603 scopus 로고
    • On-line spectral estimation of nonstationary time series based on AR model parameter estimation and order selection with a forgetting factor
    • Goto, S., Nakamura, M., and Uosaki, K., On-line spectral estimation of nonstationary time series based on AR model parameter estimation and order selection with a forgetting factor. IEEE Trans. Signal Process 43:1519-1522, 1995.
    • (1995) IEEE Trans. Signal Process , vol.43 , pp. 1519-1522
    • Goto, S.1    Nakamura, M.2    Uosaki, K.3
  • 13
    • 0020186089 scopus 로고
    • Spectral estimation: An overdetermined rational model equation approach
    • Cadzow, J. A., Spectral estimation: An overdetermined rational model equation approach. Proc. IEEE 70(9):907-939, 1982.
    • (1982) Proc. IEEE , vol.70 , Issue.9 , pp. 907-939
    • Cadzow, J.A.1
  • 15
    • 12344265903 scopus 로고    scopus 로고
    • Selection of optimal AR spectral estimation method for internal carotid arterial Doppler signals using Cramer-Rao bound
    • Ubegli, E. D., and Guler, I., Selection of optimal AR spectral estimation method for internal carotid arterial Doppler signals using Cramer-Rao bound. Comput. Electr. Eng. 30:491-508, 2004
    • (2004) Comput. Electr. Eng. , vol.30 , pp. 491-508
    • Ubegli, E.D.1    Guler, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.