Random matrix methods for wireless communications:
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, deterministi...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2011
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| Subjects: | |
| Links: | https://doi.org/10.1017/CBO9780511994746 https://doi.org/10.1017/CBO9780511994746 https://ebookcentral.proquest.com/lib/munchentech/detail.action?docID=802983 https://doi.org/10.1017/CBO9780511994746 https://doi.org/10.1017/CBO9780511994746 |
| 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 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 |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (xxi, 539 pages) |
| ISBN: | 9780511994746 9781139142076 |
| DOI: | 10.1017/CBO9780511994746 |
Staff View
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| 505 | 8 | |a Machine 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 | ||
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| author | Couillet, Romain 1983- |
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| contents | Machine 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 |
| ctrlnum | (ZDB-20-CBO)CR9780511994746 (OCoLC)839035088 (DE-599)BVBBV043943284 |
| dewey-full | 621.38401/51 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.38401/51 |
| dewey-search | 621.38401/51 |
| dewey-sort | 3621.38401 251 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mathematik Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1017/CBO9780511994746 |
| format | Electronic eBook |
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| id | DE-604.BV043943284 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:49:20Z |
| institution | BVB |
| isbn | 9780511994746 9781139142076 |
| language | English |
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| publishDate | 2011 |
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| spellingShingle | Couillet, Romain 1983- Random matrix methods for wireless communications Machine 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 Mathematik Wireless communication systems / Mathematics Matrix analytic methods Funknetz (DE-588)4216130-7 gnd Stochastische Matrix (DE-588)4057624-3 gnd Mobile Telekommunikation (DE-588)4341131-9 gnd |
| subject_GND | (DE-588)4216130-7 (DE-588)4057624-3 (DE-588)4341131-9 |
| title | Random matrix methods for wireless communications |
| title_auth | Random matrix methods for wireless communications |
| title_exact_search | Random matrix methods for wireless communications |
| title_full | Random matrix methods for wireless communications Romain Couillet and Mérouane Debbah |
| title_fullStr | Random matrix methods for wireless communications Romain Couillet and Mérouane Debbah |
| title_full_unstemmed | Random matrix methods for wireless communications Romain Couillet and Mérouane Debbah |
| title_short | Random matrix methods for wireless communications |
| title_sort | random matrix methods for wireless communications |
| topic | Mathematik Wireless communication systems / Mathematics Matrix analytic methods Funknetz (DE-588)4216130-7 gnd Stochastische Matrix (DE-588)4057624-3 gnd Mobile Telekommunikation (DE-588)4341131-9 gnd |
| topic_facet | Mathematik Wireless communication systems / Mathematics Matrix analytic methods Funknetz Stochastische Matrix Mobile Telekommunikation |
| url | https://doi.org/10.1017/CBO9780511994746 |
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