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" Stochastic Geometry Analysis of Multi-Antenna Wireless Networks / "
Xianghao Yu, Chang Li, Jun Zhang and Khaled B. Letaief.
Document Type
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BL
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Record Number
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891202
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Main Entry
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Yu, Xianghao
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Title & Author
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Stochastic Geometry Analysis of Multi-Antenna Wireless Networks /\ Xianghao Yu, Chang Li, Jun Zhang and Khaled B. Letaief.
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Publication Statement
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Singapore :: Springer,, [2019]
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Page. NO
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1 online resource
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ISBN
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9789811358807
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: 9789811358814
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: 981135880X
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: 9811358818
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9789811358791
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9811358796
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Bibliographies/Indexes
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Includes bibliographical references.
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Contents
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Intro; Preface; Acknowledgements; Contents; Acronyms; 1 Introduction; 1.1 The Cellular Network Evolution; 1.2 Paving the Way for 5G Networks; 1.2.1 Ultra-Dense Networks to Increase Spatial Spectrum Reuse; 1.2.2 Multi-Antenna Transmissions for Higher Spectral Efficiency; 1.2.3 Beyond Sub-6 GHz for More Spectrum; 1.2.4 Two Dominant Themes; 1.3 Modeling and Analysis of Wireless Networks; 1.4 Outline of the Monograph; References; 2 Fundamentals of Wireless Network Analysis; 2.1 Spatial Models of Wireless Networks; 2.1.1 Stochastic Geometry; 2.1.2 Point Processes; 2.1.3 Poisson Network Models
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2.1.4 Examples of Poisson Network Models2.2 Network Performance Metrics; 2.3 Interference Distribution in Poisson Wireless Networks; 2.3.1 Sums and Products over Point Processes; 2.3.2 Laplace Transform of Interference Distribution; 2.3.3 Example: Rayleigh Fading; 2.4 Performance Analysis of Single-Antenna Networks; 2.4.1 Cellular Networks; 2.4.2 Ad Hoc Networks; References; 3 An Analytical Framework for Multi-Antenna Wireless Networks; 3.1 Modeling Multi-Antenna Wireless Networks; 3.1.1 Network Model and Notations; 3.1.2 Signal-to-Interference-Plus-Noise Ratio (SINR)
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3.2 Multi-Antenna Techniques3.2.1 Single-User MIMO; 3.2.2 Multiuser MIMO; 3.2.3 Distributions of MIMO Signal Power Gains; 3.3 A General Analytical Framework; 3.3.1 Challenges in Multi-Antenna Network Analysis; 3.3.2 Analytical Framework; 3.3.3 More General Distributions for the Signal Power Gain; 3.3.4 Single-Antenna Versus Multi-Antenna Networks; 3.4 Coverage Analysis of General Multi-Antenna Networks; 3.4.1 Cellular Networks; 3.4.2 Ad Hoc Networks; 3.5 Properties of General Multi-Antenna Networks; 3.5.1 Densification: Impact of BS Density; 3.5.2 MIMO: Impact of Antenna Size; 3.6 Summary
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Abstract
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This book presents a unified framework for the tractable analysis of large-scale, multi-antenna wireless networks using stochastic geometry. This mathematical analysis is essential for assessing and understanding the performance of complicated multi-antenna networks, which are one of the foundations of 5G and beyond networks to meet the ever-increasing demands for network capacity. Describing the salient properties of the framework, which makes the analysis of multi-antenna networks comparable to that of their single-antenna counterparts, the book discusses effective design approaches that do not require complex system-level simulations. It also includes various application examples with different multi-antenna network models to illustrate the framework's effectiveness.
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Subject
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Antennas (Electronics)
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Subject
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Signal processing.
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Subject
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Stochastic geometry.
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Subject
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Stochastic models.
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Subject
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Wireless communication systems-- Mathematics.
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Subject
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Antennas (Electronics)
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Subject
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Signal processing.
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Subject
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Stochastic geometry.
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Subject
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Stochastic models.
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Subject
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TECHNOLOGY ENGINEERING-- Mechanical.
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Dewey Classification
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621.384
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LC Classification
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TK5103.2
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Added Entry
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Letaief, Khaled B.
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Li, Chang
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Zhang, Jun
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