Blind Identification and Separation of Complex-valued Signals /

• Κύριος συγγραφέας: Moreau, Eric
• Άλλοι συγγραφείς: Adali, Tülay
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken : Wiley, [2013]
• Σειρά: FOCUS Series.
• Θέματα: Signal processing > Statistical methods.; Source separation (Signal processing); MIMO systems.; Signal processing.; TECHNOLOGY & ENGINEERING > Mechanical.; Electronic books.

 Blind identification consists of estimating a multi-dimensional system only through the use of its output, and source separation, the blind estimation of the inverse of the system. Estimation is generally carried out using different statistics of the output. The authors of this book consider the blind identification and source separation problem in the complex-domain, where the available statistical properties are richer and include non-circularity of the sources - underlying components. They define identifiability conditions and present state-of-the-art algorithms that are based on algebraic methods as well as iterative algorithms based on maximum likelihood theory. 

 Front Matter -- Mathematical Preliminaries / Eric Moreau, Tülay Adali -- Estimation by Joint Diagonalization / Eric Moreau, Tülay Adali -- Maximum Likelihood ICA / Eric Moreau, Tülay Adali -- Bibliography -- Index.