A robust parametric estimator for single-trial movement related brain potentials

IEEE Transactions on Biomedical Engineering

Volumn 43, Issue 4, 1996, Pages 341-347

  Lange, Daniel H ^b   Inbar, Gideon F ^a,b  

^a IEEE

^b TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTER SIMULATION; ELECTRIC CURRENTS; ELECTROENCEPHALOGRAPHY; ESTIMATION; MATHEMATICAL MODELS; REGRESSION ANALYSIS; SIGNAL TO NOISE RATIO;

ROBUST EVOKED POTENTIAL ESTIMATOR; SELF PACED FINGER TAPPING EXPERIMENT; SINGLE TRIAL ESTIMATIONS; SINGLE TRIAL MOVEMENT RELATED BRAIN POTENTIALS;

BIOELECTRIC POTENTIALS;

ARTICLE; BRAIN FUNCTION; CENTRAL NERVOUS SYSTEM FUNCTION; ELECTROENCEPHALOGRAM; EVOKED RESPONSE; MATHEMATICAL MODEL; MATHEMATICAL PARAMETERS; SIGNAL NOISE RATIO; SIGNAL PROCESSING;

ALGORITHMS; ARTIFACTS; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; FINGERS; HUMANS; MODELS, NEUROLOGICAL; MOVEMENT; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 0030130689     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.486254     Document Type: Article

References (20)

1. J. I. Aunon, C. D. McGillem, and D. G. Childers, "Signal processing in evoked potential research: Averaging and modeling," CRC Crit. Rev. Bioeng., vol. 5, pp. 323-367, 1981.
2. A. S. Gevins, "Analysis of the electromagnetic signals of the human brain: Milestones, obstacles and goals," IEEE Trans. Biomed. Eng., vol. BME-31, pp. 833-850, 1984.
3. N. V. Thakor, "Adaptive filtering of evoked potentials," IEEE Trans. Biomed. Eng., vol. BME-34, no. 1, pp. 6-12, 1987.
4. P. Laguna, R. Jane, O. Meste, P. W. Poon, P. Caminal, H. Rix, and N. V. Thakor, "Adaptive filters for event related bioelectric signals using an impulse correlated reference input: Comparison with signal averaging techniques," IEEE Trans. Biomed. Eng., vol. 39, no. 10, pp. 1022-1044, 1992.
5. J. P. C. de Weerd, "A posteriori time-varying filtering of averaged evoked potentials. I. Introduction and conceptual basis," Biol. Cybern., vol. 41, pp. 211-222, 1981.
6. J. P. C. de Weerd and J. I. Kap, "A posteriori time-varying filtering of averaged evoked potentials. II. Mathematical and computational aspects," Biol. Cybern., vol. 41, pp. 223-234, 1981.
7. D. H. Lange, H. Pratt, and G. F. Inbar, "Segmented matched filtering of single event related evoked potentials," IEEE Trans. Biomed. Eng., vol. 42, pp. 317-321, 1995.
8. M. V. Spreckelsen and B. Bromm, "Estimation of single-evoked cerebral potentials by means of parametric modeling and Kalman filtering," IEEE Trans. Biomed. Eng., vol. 35, no. 9, pp. 691-700, 1988.
9. S. Cerutti, G. Baselli, D. Liberati, and G. Pavesi, "Single sweep analysis of visual evoked potentials through a model of parametric identification," Biol. Cybern., vol. 56, pp. 111-120, 1987.
10. K. H. Chiappa, Evoked Potentials in Clinical Medicine. New York: Raven, 1983.
11. S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: Prentice-Hall, 1986.
12. H. Akaike, "Statistical predictor identification," Ann. Inst. Stat. Math., vol. 22, pp. 203-217, 1970.
13. G. E. P. Box and G. M. Jenkins, Time Series Analysis: Forecasting and Control. San Francisco, CA: Holden-Day, 1976.
14. H. J. Michalewski, D. K. Prasher, and A. Starr, "Latency variability and temporal interrelationships of the auditory event-related potentials (N1, P2, N2, and P3) in normal subjects," Electroenc. Clin. Neurophysiol, vol. 65, pp. 59-71, 1986.
15. S. Cerutti, G. Chiarenza, D. Liberati, P. Mascellani, and G. Pavesi, "A parametric method of identification of single trial event related potentials in the brain," IEEE Trans. Biomed. Eng., vol. 35, no. 9, pp. 701-711, 1988.
16. H. H. Jasper, "The ten-twenty electrode system of the International Federation," Electroenc. Clin. Neurophysiol., vol. 10, pp. 371-375, 1958.
17. L. Deecke, B. Grozinger, and H. H. Kornhuber, "Voluntary finger movement in man: Cerebral potentials and theory," Biol. Cybern., vol. 23. pp. 99-119, 1976.
18. R. Kristeva, E. Keller, L. Deecke, and H. H. Kornhuber, "Cerebral potentials preceding unilateral and bilateral simultaneous finger movement," Electroenc. Clin. Neurophysiol., vol. 47, pp. 229-238, 1979.
19. D. B. Lindsley and J. D. Wicke, "The electroencephalogram: Autonomous electrical activity in man and animals," in Bioelectric Recording Techniques, R. F. Thompson and M. M. Patterson, Eds. New York: Academic, Part B, 1974.
20. D. H. Lange and G. F. Inbar, "Estimation of morphologically varying evoked brain potentials," in Proc. 16th IEEE EMBS Conf., Baltimore, MD., Nov. 1994, pp. 217-218.