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Can I read Editorial Special issue on adaptive signal processing and higher-order statistics on EtoBox?
Editorial Special issue on adaptive signal processing and higher-order statistics by Georgios B. Giannakis is a Engineering article available to read on EtoBox.
What is Editorial Special issue on adaptive signal processing and higher-order statistics about?
Following a saturation point of advances in spectral estimation, the last decade has witnessed a resurgence in research and applications of higher-order statistics (HOS) to address the following 'non' topics in signals and systems: non-Gaussianity, non-minimum phase, noncausality, non-linearity , non-additivity and non-stationarity . HOS is a rather generic term often used to encompass moments, cumulants and polyspectra of order greater than two, thereby generalizing the traditional second-order statistical information offered by correlations and spectra. They have found application in: time delay and Doppler estimation for sonar and radar, reconstruction of astronomical objects from photon-limited frames in astronomy, imaging through turbulence, seismic deconvolution and blind channel equalization, separation of signal mixtures received by sensor arrays, detection and classification of non-Gaussian signals in Gaussian noise, retrieval of coupled harmonics, nonlinear ocean wave interactions, analysis of chaotic systems and biosignal processing. The roots of HOS go back to Kolmogorov and the pioneering work of Eastern European (Leonov, Shiryaev, Sinai) and North American statisticia
Who reads Editorial Special issue on adaptive signal processing and higher-order statistics?
It is typically read by researchers, students, and practitioners in Engineering.
- Author
- Georgios B. Giannakis
- Publisher
- John Wiley and Sons; Wiley (John Wiley & Sons); John Wiley & Sons Inc.; Wiley (ISSN 0890-6327)
- Published
- 1996
- Language
- EN
- Field
- Engineering (Physical Sciences)