Efficient Implementation of Iterative Adaptive Approach Spectral Estimation Techniques

This paper presents computationally efficient implementations for several recent algorithms based on the iterative adaptive approach (IAA) for uniformly sampled one- and two-dimensional data sets, considering both the complete data case, and the cases when the data sets are missing samples, either l...

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Veröffentlicht in:	IEEE transactions on signal processing 2011-09, Vol.59 (9), p.4154-4167
Hauptverfasser:	Glentis, George-Othon, Jakobsson, A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Complexity Computational complexity Computational efficiency Convergence Covariance matrix Detection, estimation, filtering, equalization, prediction Discrete Fourier transforms Estimation Exact sciences and technology fast algorithms Gain Gaps Information, signal and communications theory iterative adaptive approach (IAA) Iterative methods Matematik Mathematical models Mathematics Natural Sciences Naturvetenskap Polynomials Probability Theory and Statistics Sannolikhetsteori och statistik Signal and communications theory Signal representation. Spectral analysis Signal, noise Spectra spectrum estimation theory and methods Telecommunications and information theory
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