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Foundations in Signal Processing, Communications and Network " #2: Robust Signal Processing for Wireless Communications

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Foundations in Signal Processing, Communications and Network                                        " #2: Robust Signal Processing for Wireless Communications Cover

 

Synopses & Reviews

Publisher Comments:

This book treats the robust design of signal processing algorithms for wireless communications which are based on an incomplete model of the propagation channel. The systematic treatment of this practical problem focuses on signal processing tasks in the physical layer with multiple antennas and relies on a description of the errors and uncertainties in the system's model. It applies principles of modern estimation, optimization, and information theory. Tutorial introductions to relevant literature and mathematical foundations provide the necessary background and context to the reader. The book contains detailed derivations and enlightening insights covering the following topics in detail: Training-based multiple-input multiple-output (MIMO) channel estimation Robust minimax estimation of the wireless communication channel Robust minimax prediction of the wireless communication channel based on the maximum Doppler frequency Identification of channel and noise correlations (power delay profile, spatial and temporal correlations, spatial correlations of interference) Interpolation of band-limited autocovariance sequences Robust linear and nonlinear precoding for the multi-user downlink with multiple antennas, which is based on incomplete channel state information or channel correlations (performance measures, duality, robust Tomlinson-Harashima precoding, nonlinear beamforming)

Synopsis:

Optimization of adaptive signal processing algorithms for wireless communications is based on a model of the underlying propagation channel. In practice, this model is never known perfectly. For example, its parameters have to be estimated and are only known with significant errors. In this book, a systematic treatment of this practical design problem is provided.

Product Details

ISBN:
9783540742463
Author:
Dietrich, Frank A.
Publisher:
Springer
Author:
Dietrich, Frank
Subject:
Engineering - Electrical & Electronic
Subject:
Computer Science
Subject:
Applied
Subject:
Electricity
Subject:
Mobile & Wireless Communications
Subject:
Engineering / Electrical
Subject:
Autocorrelation Sequences
Subject:
Band Limited Random Processes
Subject:
Downlink
Subject:
Identification
Subject:
Noise Statistics
Subject:
Robust Beamforming
Subject:
Robust Channel Estimation
Subject:
Robust Channel Prediction
Subject:
Smart Antennas
Subject:
Communications Engineering, Networks
Subject:
Computational science and engineering
Subject:
Signal, Image and Speech Processing
Subject:
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Subject:
Math Applications in Computer Science
Subject:
Appl.Mathematics/Computational Methods of Engineering <P>Optimization of signal processing tasks for wireless communications under realistic assumptions</P> <P>Presents Important key application areas for signal processing in wireless communication</P>
Subject:
Telecommunications
Subject:
Appl.Mathematics/Computational Methods of Engineering
Subject:
General-General
Copyright:
Edition Description:
Book
Series:
Foundations in Signal Processing, Communications and Networking
Series Volume:
02
Publication Date:
20071214
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
292
Dimensions:
235 x 155 mm 1310 gr

Related Subjects

Computers and Internet » Computers Reference » General
Computers and Internet » Networking » Wireless
Computers and Internet » Personal Computers » General
Engineering » Engineering » Mobile and Wireless Communications
Science and Mathematics » Mathematics » Applied
Science and Mathematics » Mathematics » Foundations and Logic
Science and Mathematics » Mathematics » Logic and Philosophy

Foundations in Signal Processing, Communications and Network " #2: Robust Signal Processing for Wireless Communications New Hardcover
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$200.95 In Stock
Product details 292 pages Springer - English 9783540742463 Reviews:
"Synopsis" by , Optimization of adaptive signal processing algorithms for wireless communications is based on a model of the underlying propagation channel. In practice, this model is never known perfectly. For example, its parameters have to be estimated and are only known with significant errors. In this book, a systematic treatment of this practical design problem is provided.
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