000 02601cam a22002414a 4500
005 20160322165155.0
008 110331s2011 enka b 001 0 eng
020 _a9781107011632 (hardback)
020 _a1107011639 (hardback)
041 _aeng
082 0 0 _a621.39
_bCOU
100 1 _aCouillet, Romain,
_9600
245 1 0 _aRandom matrix methods for wireless communications /
_cRomain Couillet and Mérouane Debbah.
260 _aCambridge ;
_aNew York :
_bCambridge University Press,
_c2011.
300 _axxi, 539 p. :
505 8 _aMachine generated contents note: 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.
520 _a"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"--
650 0 _aWireless communication systems
_xMathematics.
_9601
650 0 _aMatrix analytic methods.
_9602
700 1 _aDebbah, Merouane,
_9603
856 4 2 _uhttp://assets.cambridge.org/97811070/11632/cover/9781107011632.jpg
942 _cBK
999 _c155559
_d155559