Random Matrix Methods for Wireless Communications 2024 pdf epub mobi 电子书

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发表于2024-12-28

Random Matrix Methods for Wireless Communications 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Romain Couillet

出品人:

页数:568

译者:

出版时间:2011-11-21

价格:USD 99.00

装帧:Hardcover

isbn号码:9781107011632

丛书系列:

图书标签: 无线通信 2011 计算机科学随机矩阵理论机器学习数学教材 RMT

Random Matrix Methods for Wireless Communications 2024 pdf epub mobi 电子书图书描述

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.

Random Matrix Methods for Wireless Communications 2024 pdf epub mobi 电子书

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