Comparison of periodogram (black) and multitaper estimate (red) of a single trial local field potential measurement. This estimate used 9 tapers.
In signal processing, multitaper is a spectral density estimation technique developed by David J. Thomson.[1] It can estimate the power spectrum SX of a stationary ergodic finite-variance random process X, given a finite contiguous realization of X as data.
^Thomson, D. J. (1982) "Spectrum estimation and harmonic analysis." Proceedings of the IEEE, 70, 1055–1096
In signal processing, multitaper is a spectral density estimation technique developed by David J. Thomson. It can estimate the power spectrum SX of a stationary...
lower order Slepian sequences form the basis for spectral estimation by multitaper method. Not limited to time series, the spectral concentration problem...
Andrew T. Walden (1993). Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques. Cambridge University Press. pp...
window maximizes the energy concentration in the main lobe, and is used in multitaper spectral analysis, which averages out noise in the spectrum and reduces...
co-inventor of the Blackman–Harris filter David J. Thomson, invented the multitaper Erol Gelenbe, invented G-networks and random neural networks Joseph Owades...
regression and smoothing, spike sorting and spectral analysis - including multitaper spectral analysis, a powerful nonparametric method to estimate power spectrum...
windowed version of Bartlett's method that uses overlapping segments Multitaper is a periodogram-based method that uses multiple tapers, or windows, to...
He, H. (2009). The Canonical Bicoherence - Part I : Definition, Multitaper Estimation, and Statistics. Signal Processing, IEEE Transactions, 57(4)...
equally in current use. This work was fundamental to the development of the multitaper, where the discrete form are used as an integral component. IEEE Fellow...
method of non-parametric density estimation (Golyandina et al., 2012). Multitaper method Short-time Fourier transform Spectral density estimation Alanqary...
Stanford University, MIT, and University of Cambridge. Invented the Multitaper Arthur Bienenstock POLY President of American Physical Society; professor...
particular, she investigated the use of the discrete wavelet transform and multitaper spectral estimation. She completed her thesis, Some New Statistical Approaches...
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