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Stochastic Geometry Analysis of Multi-Antenna Wireless Networks
Xianghao Yu, Chang Li, Jun Zhang, Khaled B. Letaief
Verlag Springer-Verlag, 2019
ISBN 9789811358807 , 188 Seiten
Format PDF, OL
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Preface
6
Acknowledgements
7
Contents
8
Acronyms
11
1 Introduction
13
1.1 The Cellular Network Evolution
13
1.2 Paving the Way for 5G Networks
15
1.2.1 Ultra-Dense Networks to Increase Spatial Spectrum Reuse
15
1.2.2 Multi-Antenna Transmissions for Higher Spectral Efficiency
17
1.2.3 Beyond Sub-6 GHz for More Spectrum
18
1.2.4 Two Dominant Themes
19
1.3 Modeling and Analysis of Wireless Networks
20
1.4 Outline of the Monograph
22
References
24
2 Fundamentals of Wireless Network Analysis
27
2.1 Spatial Models of Wireless Networks
27
2.1.1 Stochastic Geometry
27
2.1.2 Point Processes
28
2.1.3 Poisson Network Models
30
2.1.4 Examples of Poisson Network Models
33
2.2 Network Performance Metrics
36
2.3 Interference Distribution in Poisson Wireless Networks
38
2.3.1 Sums and Products over Point Processes
38
2.3.2 Laplace Transform of Interference Distribution
41
2.3.3 Example: Rayleigh Fading
41
2.4 Performance Analysis of Single-Antenna Networks
42
2.4.1 Cellular Networks
43
2.4.2 Ad Hoc Networks
45
References
47
3 An Analytical Framework for Multi-Antenna Wireless Networks
49
3.1 Modeling Multi-Antenna Wireless Networks
49
3.1.1 Network Model and Notations
49
3.1.2 Signal-to-Interference-Plus-Noise Ratio (SINR)
53
3.2 Multi-Antenna Techniques
56
3.2.1 Single-User MIMO
56
3.2.2 Multiuser MIMO
59
3.2.3 Distributions of MIMO Signal Power Gains
61
3.3 A General Analytical Framework
62
3.3.1 Challenges in Multi-Antenna Network Analysis
62
3.3.2 Analytical Framework
67
3.3.3 More General Distributions for the Signal Power Gain
74
3.3.4 Single-Antenna Versus Multi-Antenna Networks
76
3.4 Coverage Analysis of General Multi-Antenna Networks
76
3.4.1 Cellular Networks
77
3.4.2 Ad Hoc Networks
80
3.5 Properties of General Multi-Antenna Networks
82
3.5.1 Densification: Impact of BS Density
82
3.5.2 MIMO: Impact of Antenna Size
84
3.6 Summary
89
References
95
4 Analysis of Multi-Antenna Wireless Networks
97
4.1 Coverage Analysis of MISO Small Cell Networks
97
4.1.1 Network Model and Coverage Analysis
98
4.1.2 Densification: Impact of BS Density
102
4.1.3 MIMO: Impact of Antenna Size
104
4.2 Ultra Dense Networks: ASE Versus Densification
105
4.3 Green Networking: Energy Efficiency Analysis
108
4.3.1 Densification: Impact of BS Density
108
4.3.2 MIMO: Impact of Antenna Size
109
4.4 New Spectrum: Millimeter-Wave Networks
111
4.4.1 Characteristics of Mm-Wave Networks
112
4.4.2 Coverage Analysis of Mm-Wave Networks
120
4.4.3 Impact of Directional Antenna Arrays
126
4.5 Summary
130
References
136
5 Optimization of Multi-Antenna Wireless Networks
138
5.1 Interference Management
138
5.1.1 Interference Nulling Techniques
139
5.1.2 Network Model and Notations
141
5.1.3 Coverage Analysis: The Perfect CSI Case
145
5.1.4 Coverage Analysis: The Limited Feedback Case
149
5.1.5 Optimization: To Determine the Interference Nulling Range
152
5.1.6 Summary
157
5.2 ASE and Link Reliability Trade-Off in HetNets
158
5.2.1 A General Multi-Antenna HetNet Model
158
5.2.2 Coverage Analysis
161
5.2.3 ASE and Link Reliability Trade-Off
166
5.2.4 Summary
173
References
177
6 Summary and Discussion
179
6.1 Summary
179
6.2 Discussion
180
6.2.1 More General Network Models
182
6.2.2 Newly Emerged Application Scenarios
184
References
186
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