Random Matrix Methods for Wireless Communications

By: Romain Couillet, MÃ©rouane Debbah

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Hardcover | 29 September 2011

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Hardcover
562 Pages

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24.41 x 16.99 x 3.18

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Blending theoretical results with practical applications, this book provides an introduction to random matrix theory and shows how it can be used to tackle a variety of problems in wireless communications. The Stieltjes transform method, free probability theory, combinatoric approaches, deterministic equivalents and spectral analysis methods for statistical inference are all covered from a unique engineering perspective. Detailed mathematical derivations are presented throughout, with thorough explanation of the key results and all fundamental lemmas required for the reader to derive similar calculus on their own. These core theoretical concepts are then applied to a wide range of real-world problems in signal processing and wireless communications, including performance analysis of CDMA, MIMO and multi-cell networks, as well as signal detection and estimation in cognitive radio networks. The rigorous yet intuitive style helps demonstrate to students and researchers alike how to choose the correct approach for obtaining mathematically accurate results.

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Introduction
Theoretical Aspects
Random matrices
The Stieltjes transform method
Free probability theory
Combinatoric approaches
Deterministic equivalents
Spectrum analysis
Eigen-inference
Extreme eigenvalues
Summary and partial conclusions
Applications to Wireless Communications
Introduction to applications in telecommunications
System performance of CDMA technologies
Performance of multiple antenna systems
Rate performance in multiple access and broadcast channels
Performance of multi-cellular and relay networks
Detection
Estimation
System modeling
Perspectives
Conclusion
Table of Contents provided by Publisher. All Rights Reserved.

Random Matrix Methods for Wireless Communications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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