000			03019nam a22003498i 4500
001			CR9780511994746
003			UkCbUP
005			20200124160252.0
006			m|||||o||d||||||||
007			cr||||||||||||
008			101213s2011||||enk o ||1 0|eng|d
020			_a9780511994746 (ebook)
020			_z9781107011632 (hardback)
040			_aUkCbUP _beng _erda _cUkCbUP
050	0	0	_aTK5103.2 _b.C68 2011
082	0	0	_a621.38401/51 _223
100	1		_aCouillet, Romain, _d1983- _eauthor.
245	1	0	_aRandom matrix methods for wireless communications / _cRomain Couillet and Mérouane Debbah.
264		1	_aCambridge : _bCambridge University Press, _c2011.
300			_a1 online resource (xxi, 539 pages) : _bdigital, PDF file(s).
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
500			_aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
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			_aBlending 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.
650		0	_aMatrix analytic methods.
700	1		_aDebbah, Merouane, _d1975- _eauthor.
776	0	8	_iPrint version: _z9781107011632
856	4	0	_uhttps://doi.org/10.1017/CBO9780511994746
999			_c519656 _d519654