Linear Estimation and Detection in Krylov Subspaces: Preliminary Entry: 1 (Foundations in Signal Processing, Communications and Networking, 1) - Image 1

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Springer Linear Estimation and Detection in Krylov Subspaces: Preliminary Entry: 1 (Foundations in Signal Processing, Communications and Networking, 1)

Name: Linear Estimation and Detection in Krylov Subspaces: Preliminary Entry: 1 (Foundations in Signal Processing, Communications and Networking, 1)
Brand: Springer
Price: 50.59 GBP
Availability: InStock

9783540684787

AI & Machine Learning

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Description

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. From the Back Cover 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.

Product Specifications

Brand: Springer
Model: 9783540684787
Format: hardcover
ASIN: 3540684786
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 20 July 2007
Listed Since: 26 January 2007

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Springer Linear Estimation and Detection in Krylov Subspaces: Preliminary Entry: 1 (Foundations in Signal Processing, Communications and Networking, 1)

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