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Random matrix methods for wireless communications

Author: Romain Couillet; Merouane Debbah
Publisher: Cambridge ; New York : Cambridge University Press, 2011.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"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  Read more...
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Document Type: Book
All Authors / Contributors: Romain Couillet; Merouane Debbah
ISBN: 9781107011632 1107011639
OCLC Number: 707967599
Description: xxi, 539 pages : illustrations ; 26 cm
Contents: 1. Introduction; Part I. Theoretical Aspects: 2. Random matrices; 3. The Stieltjes transform method; 4. Free probability theory; 5. Combinatoric approaches; 6. Deterministic equivalents; 7. Spectrum analysis; 8. Eigen-inference; 9. Extreme eigenvalues; 10. Summary and partial conclusions; Part II. Applications to Wireless Communications: 11. Introduction to applications in telecommunications; 12. System performance of CDMA technologies; 13. Performance of multiple antenna systems; 14. Rate performance in multiple access and broadcast channels; 15. Performance of multi-cellular and relay networks; 16. Detection; 17. Estimation; 18. System modeling; 19. Perspectives; 20. Conclusion.
Responsibility: Romain Couillet and Mérouane Debbah.
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An introduction to random matrix theory and its applications to real-world problems in signal processing and wireless communications.  Read more...

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