Erschienen: 15.06.2007 Abbildung von Dietl | Linear Estimation and Detection in Krylov Subspaces | 1. Auflage | 2007 |


Linear Estimation and Detection in Krylov Subspaces

eBook. PDF


2007. 2007

In englischer Sprache

Springer-Verlag GmbH. ISBN 978-3-540-68479-4


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. TOC:Theory: Linear Estimation in Krylov Subspaces.- Application: Iterative Multiuser Detection.

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