Random Matrix Methods for Wireless Communications

Informationen zum Autor 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. Mérouane Debbah is a Professor at Supélec, where he holds the Alcatel–Lucent Chair on Flexible Radio. He is the recipient of several awards, including the 2007 General Symposium IEEE Globecom best paper award and the Wi-Opt 2009 best paper award. Klappentext An introduction to random matrix theory and its applications to real-world problems in signal processing and wireless communications. Zusammenfassung 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 real-world problems in wireless communications. Intuitive yet rigorous! it demonstrates how to choose the correct approach for obtaining mathematically accurate results. Inhaltsverzeichnis 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.

Product details

• Authors: Romain Couillet, Romain Debbah Couillet, Couillet Romain, COUILLET ROMAIN DEBBAH MEROUANE, M. Rouane Debbah, Merouane Debbah, Mérouane Debbah
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Hardback
• Released: 29.09.2011
• EAN: 9781107011632
• ISBN: 978-1-107-01163-2
• No. of pages: 562
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; Algebra, TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications, Signal Processing, Communications engineering / telecommunications, WAP (wireless) technology, Electronics & Communications Engineering, Digital signal processing (DSP)