Linear Estimation And Detection In Krylov Subspaces

Dietl, Guido K. E.

ISBN 10: 3540684786 / ISBN 13: 9783540684787

Verlag: Springer, 2007

Beschreibung

This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.

Bestandsnummer des Verkäufers ABNR-87735

Bibliografische Details

• Titel: Linear Estimation And Detection In Krylov Subspaces
• Verlag: Springer
• Erscheinungsjahr: 2007
• Sprache: Englisch
• ISBN-10: 3540684786
• ISBN-13: 9783540684787
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book focuses linear estimation theory, which is essential for effective signal processing. The first section offers a comprehensive overview of key methods like reduced-rank signal processing and Krylov subspace methods of numerical mathematics. Also, 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.

Von der hinteren Coverseite

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 communication systems.

The investigations include

-exact computational complexity considerations and

- performance analysis based on extrinsic information transfer charts as well as Monte-Carlo simulations.