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Random Matrix Methods for Wireless Communications
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Artikel-Nr:
9781107011632
Veröffentl:
2015
Einband:
HC gerader Rücken kaschiert
Erscheinungsdatum:
13.01.2015
Seiten:
562
Autor:
Romain Couillet
Gewicht:
1139 g
Format:
250x175x35 mm
Sprache:
Englisch
Beschreibung:
Romain Couillet is an Assistant Professor at the Chair on System Sciences and the Energy Challenge at Supélec, France. Previously he was an Algorithm Development Engineer for ST-Ericsson and he received his Ph.D. from Supélec in 2010.
An introduction to random matrix theory and its applications to real-world problems in signal processing and wireless communications.
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.