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Autor: Guido Dietl
ISBN-13: 9783540684787
Einband: Buch
Seiten: 232
Gewicht: 498 g
Format: 245x161x22 mm
Sprache: Englisch

Linear Estimation and Detection in Krylov Subspaces

1, Foundations in Signal Processing, Communications and Networking
Preliminary Entry, Academic/professional/technical: Research and professional
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This book focuses on the foundations of linear estimation theory which is essential for effective signal processing. In its first part, it gives a comprehensive overview of several key methods like reduced-rank signal processing and Krylov subspace methods of numerical mathematics. Based on the derivation of the multistage Wiener filter in its most general form, the relationship between statistical signal processing and numerical mathematics is presented. In the second part, the theory is applied to iterative multiuser detection receivers (Turbo equalization) which are typically desired in wireless communications systems.The investigations include exact computational complexity considerations and performance analysis based on extrinsic information transfer charts as well as Monte-Carlo simulations.
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Theory: Linear Estimation in Krylov Subspaces.- Efficient Matrix Wiener Filter Implementations.- Block Krylov Methods.- Reduced-Rank Matrix Wiener Filters in Krylov Subspaces.- Application: Iterative Multiuser Detection.- System Model for Iterative Multiuser Detection.- System Performance.- Conclusions.

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Autor: Guido Dietl
ISBN-13 :: 9783540684787
ISBN: 3540684786
Erscheinungsjahr: 01.07.2007
Verlag: Springer-Verlag GmbH
Gewicht: 498g
Seiten: 232
Sprache: Englisch
Sonstiges: Buch, 245x161x22 mm