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Blind deconvolution, fundamental in signal processing applications, is a challenging problem. Although blind equalization is essentially a nonlinear filtering problem, it has not yet been treated by all the well known advanced techniques of optimal non-linear filtering theory. In this book we use the Edgeworth expansion, maximum entropy argumentations and the Laplace integral method in order to obtain two new groups of blind deconvolution methods which outperform the old and new algorithms. The proposed methods are based on new, closed formed approximated expressions for the conditional expectation suitable for the blind deconvolution problem. Since these expressions do not impose any restrictions (except that of even symmetric) on the probability distribution of the (unobserved) input sequence, they are suitable for a wider range of source pdf compared to Bellini's, Fiori's or Haykin's expression. The derivation of the above mentioned equalizers are accompanied by theoretical analysis of the performance in the mean square error (MSE) sense and are justified via simulation. These new methods are useful to professionals in Communications who seek for improved equalization methods.
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Informazioni sull?autore
Monika Pinchas, PhD: Studied Electrical Engineering at Tel-Aviv University. Lecturer at Ariel University Center of Samaria Israel. Research interests: Blind deconvolution/equalization and synchronization. In the past served as the CTO at Resolute Networks. Included in the 10th Anniversary Edition of "Marquis Who's Who in Science and Engineering.
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Blind Equalizers By Techniques Of Optimal Non-LinearFiltering Theory
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VDM Verlag Dr. Müller, 2009
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ISBN 13: 9783639155303
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Kartoniert / Broschiert. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Pinchas MonikaMonika Pinchas, PhD: Studied Electrical Engineering at Tel-AvivnUniversity. Lecturer at Ariel University Center of SamarianIsrael. Research interests: Blind deconvolution/equalization andnsynchronization. In the past se. Codice articolo 4962411
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Blind Equalizers By Techniques Of Optimal NonLinear Filtering Theory Analysis and Derivation
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Blind Equalizers By Techniques Of Optimal Non-Linear Filtering Theory: Analysis and Derivation
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Blind Equalizers By Techniques Of Optimal Non-Linear Filtering Theory: Analysis and Derivation
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Blind Equalizers By Techniques Of Optimal Non-Linear Filtering Theory : Analysis and Derivation
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Blind deconvolution, fundamental in signal processingapplications, is a challenging problem. Althoughblind equalization is essentially a nonlinearfiltering problem, it has not yet been treated by allthe well known advanced techniques of optimalnon-linear filtering theory. In this book we use theEdgeworth expansion, maximum entropy argumentationsand the Laplace integral method in order to obtaintwo new groups of blind deconvolution methods whichoutperform the old and new algorithms. The proposedmethods are based on new, closed formed approximatedexpressions for the conditional expectation suitablefor the blind deconvolution problem. Since theseexpressions do not impose any restrictions (exceptthat of even symmetric) on the probabilitydistribution of the (unobserved) input sequence, theyare suitable for a wider range of source pdf comparedto Bellini's, Fiori's or Haykin's expression. Thederivation of the above mentioned equalizers areaccompanied by theoretical analysis of theperformance in the mean square error (MSE) sense andare justified via simulation. These new methods areuseful to professionals in Communications who seekfor improved equalization methods. Codice articolo 9783639155303
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Blind Equalizers By Techniques Of Optimal Non-Linear Filtering Theory: Analysis and Derivation
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