Medical Engineering & Physics
Volume 32, Issue 4 , Pages 372-383 , May 2010

Evaluation of the optimal lengths and number of multiple windows for spectrogram estimation of SSVEP

Received 4 December 2008 ,Revised 26 January 2010 ,Accepted 30 January 2010.

References 

  1. Silberstein RB, Nunez PL, Pipingas A, Harris P, Danieli F. Steady state visually evoked potential (SSVEP) topography in a graded working memory task. Int J Psychophysiol. 2001;42:219–232
  2. Perlstein WM, Cole MA, Larson M, Kelly K, Seignourel P, Keil A. Steady-state visual evoked potentials reveal frontally-mediated working memory activity in humans. Neurosci Lett. 2003;342:191–195
  3. Macpherson H, Pipingas A, Silberstein R. A steady state visually evoked potential investigation of memory and ageing. NeuroImage. 2008;39:707–716
  4. Gao X, Xu D, Cheng M, Gao S. A BCI-based enviromental controller for the motion-disabled. IEEE Trans Neural Syst Rehab Eng. 2003;11(June (2)):137–140
  5. Lopez MA, Pelayo F, Madrid E, Prieto A. Statistical characterization of steady-state visual evoked potentials and their use in brain–computer interfaces. NeuroImage. 2008;39:707–716
  6. Volosyak I, Cecotti H, Gräser A. Proc. IEEE–EMBS conference on neural engineering. 2009;447–450
  7. Cerutti S, Baselli G, Liberati D, Pavesi G. Single sweep analysis of visual evoked potentials through a model of parametric identification. Biol Cybern. 1987;56:111–120
  8. Davila CE, Srebro R. Subspace averaging of steady-state visual evoked potentials. IEEE Trans Biomed Eng. June 2000;47(6):720–728
  9. Valencia M, Alegre M, Iriarte J, Artieda J. High frequency oscillations in the somatosensory evoked potentials (SSEP’s) are mainly due to phase-resetting phenomena. J Neurosci Methods. 2006;154:142–148
  10. Becker R, Ritter P, Villringer A. Influence of ongoing alpha rhythm on the visual evoked potential. NeuroImage. 2008;39:707–716
  11. Meigen T, Bach M. On the statistical significance of electrophysiological steady-state responses. Doc Ophthalmol. 2000;98:207–232
  12. Lampropoulos GA. Proc. ICASSP IEEE. 1989;2136–2139
  13. Welch PD. The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms. IEEE Trans Audio Electroacoust. 1967;AU-15(June (2)):70–73
  14. Thomson DJ. Spectrum estimation and harmonic analysis. Proc IEEE. 1982;70(September (9)):1055–1096
  15. Bronez TP. On the performance advantage of multitaper spectral analysis. IEEE Trans Signal Process. 1992;40(December (12)):2941–2946
  16. Walden AT, McCoy E, Percival DB. The variance of multitaper spectrum estimates for real gaussian processes. IEEE Trans Signal Process. 1994;42(February (2)):479–482
  17. Riedel KS. Minimum bias multiple taper spectral estimation. IEEE Trans Signal Process. 1995;43(January (1)):188–195
  18. Hansson M, Salomonsson G. A multiple window method for estimation of peaked spectra. IEEE Trans Signal Process. 1997;45(March (3)):778–781
  19. Hansson M. Optimized weighted averaging of peak matched multiple window spectrum estimates. IEEE Trans Signal Process. 1999;47(April (4)):1141–1146
  20. Xu Y, Haykin S, Racine RJ. Multiple window time–frequency distribution and coherence of EEG using Slepian sequences and Hermite functions. IEEE Trans Biomed Eng. 1999;46(July (7)):861–866
  21. van Vugt MK, Sederberg PB, Kahana MJ. Comparison of spectral analysis methods for characterizing brain oscillations. J Neurosci Methods. 2007;162:49–63
  22. Hansson M, Lindgren M. Multiple window spectrogram of peaks due to transients in the electroencephalogram. IEEE Trans Biomed Eng. 2001;48(March (3)):284–293
  23. Cui J, Wong W. The adaptive chirplet transform and visual evoked potentials. IEEE Trans Biomed Eng. 2006;53(July (7)):1378–1384
  24. Wahlberg P, Hansson M. Kernels and multiple windows for estimation of the Wigner-Ville spectrum of gaussian locally stationary processes. IEEE Trans Signal Process. 2007;55(January (1)):73–87
  25. Hansson M, Sandberg J. Multiple windows for estimation of locally stationary transients in the electroencephalogram. In: 27th annual int. conference of the IEEE engineering in medicine and biology society. Shanghai, China. 2005;
  26. Stoica P, Moses R. Introduction to spectral analysis. Prentice Hall; 1997;
  27. Bayram M, Baraniuk RG. Multiple window time–frequency analysis. In: Proc. of int. symposium of time–frequency and time–scale analysis. June. 1996;p. 511–514

PII: S1350-4533(10)00021-4

doi: 10.1016/j.medengphy.2010.01.009

Medical Engineering & Physics
Volume 32, Issue 4 , Pages 372-383 , May 2010