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{ "item_title" : "Stochastic Geometry Analysis of Multi-Antenna Wireless Networks", "item_author" : [" Xianghao Yu", "Chang Li", "Jun Zhang "], "item_description" : "Table of Contents1 Introduction 1Give the background and motivation of this book]1.1 What is 5G Wireless Network? 11.2 Paving the Way for 5G Networks 31.2.1 High Speed: Spectral Efficiency 41.2.2 Green Networking: Energy Efficiency 51.2.3 Small Cell: Ultra Dense Networks 61.2.4 New Spectrum: Beyond Sub-6 GHz 71.3 Network Analysis via Stochastic Geometry 81.4 Book Outline 102 Fundamentals of Wireless Networks 12Provide some mathematical basics for network analysis]2.1 Spatial Model of Wireless Networks 122.1.1 Stochastic Geometry 122.1.2 Point Process 142.1.3 Sums and Products over Point Processes 172.1.4 Poisson Network Model 202.2 Network Performance Metrics 242.3 Performance Analysis in Poisson Networks 282.3.1 Shot Noise 282.3.2 Interference Characterization 322.3.3 SINR Distribution and Coverage 372.4 Multi-Antenna Techniques 422.4.1 MIMO Transmission Schemes 472.4.2 Signal and Interference Distributions 523 A Framework for Analyzing Multi-Antenna Wireless Networks 57Present a general analytical framework for multi-antenna networks]3.1 A General Framework for Analysis of Multi-Antenna Networks 573.1.1 Network Model 573.1.2 Analytical Framework 623.1.3 Single-Antenna vs. Multi-Antenna Networks 723.2 Analysis for Multi-Antenna Networks 773.2.1 Cellular Networks 823.2.2 Ad Hoc Networks 873.3 Properties in General Multi-Antenna Networks 923.3.1 Densification: Impact of BS density 923.3.2 MIMO: Impact of Multiple Antennas 974 Analysis of Multi-Antenna Wireless Networks 102Illustrate the effectiveness of the proposed framework via various types of networks]4.1 Outage Probability Analysis 1024.1.1 Densification: Impact of BS density 1074.1.2 MIMO: Impact of Multiple Antennas 1074.2 High Speed Ultra Dense Networks: Throughput vs. Densification 1174.3 Green Networking: Energy Efficiency Analysis 1224.3.1 Densification: Impact of BS density 1274.3.2 MIMO: Impact of Multiple Antennas 1324.4 New Spectrum: Millimeter Wave Networks 1374.4.1 General Frameworks for Coverage Analysis of Mm-wave networks 1424.4.2 Coverage Analysis 1474.4.3 Impact of Directional Antenna Arrays 1525 Optimization of Multi-Antenna Wireless Networks 157Present methodologies for network optimization based on the analytical framework]5.1 Interference Management 1575.1.1 Interference Nulling Techniques 1625.1.2 Analysis of Coverage Probability-The Perfect CSI Case 1675.1.3 The Coverage Probability with Limited Feedback 1725.1.4 Optimization: Interference Coordination 1775.2 ASE and Link Reliability Tradeoff 1825.2.1 Heterogeneous Networks 1825.2.2 Coverage Probability Analysis 1875.2.3 ASE and Link Reliability Tradeoff 1925.2.4 Optimization: Optimal BS Densities in HetNets 1976 Conclusions 202", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/9/81/135/879/9811358796_b.jpg", "price_data" : { "retail_price" : "109.99", "online_price" : "109.99", "our_price" : "109.99", "club_price" : "109.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Stochastic Geometry Analysis of Multi-Antenna Wireless Networks|Xianghao Yu

Stochastic Geometry Analysis of Multi-Antenna Wireless Networks

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Overview

Table of Contents

1 Introduction 1

Give the background and motivation of this book]

1.1 What is 5G Wireless Network? 1

1.2 Paving the Way for 5G Networks 3

1.2.1 High Speed: Spectral Efficiency 4

1.2.2 Green Networking: Energy Efficiency 5

1.2.3 Small Cell: Ultra Dense Networks 6

1.2.4 New Spectrum: Beyond Sub-6 GHz 7

1.3 Network Analysis via Stochastic Geometry 8

1.4 Book Outline 10

2 Fundamentals of Wireless Networks 12

Provide some mathematical basics for network analysis]

2.1 Spatial Model of Wireless Networks 12

2.1.1 Stochastic Geometry 12

2.1.2 Point Process 14

2.1.3 Sums and Products over Point Processes 17

2.1.4 Poisson Network Model 20

2.2 Network Performance Metrics 24

2.3 Performance Analysis in Poisson Networks 28

2.3.1 Shot Noise 28

2.3.2 Interference Characterization 32

2.3.3 SINR Distribution and Coverage 37

2.4 Multi-Antenna Techniques 42

2.4.1 MIMO Transmission Schemes 47

2.4.2 Signal and Interference Distributions 52

3 A Framework for Analyzing Multi-Antenna Wireless Networks 57

Present a general analytical framework for multi-antenna networks]

3.1 A General Framework for Analysis of Multi-Antenna Networks 57

3.1.1 Network Model 57

3.1.2 Analytical Framework 62

3.1.3 Single-Antenna vs. Multi-Antenna Networks 72

3.2 Analysis for Multi-Antenna Networks 77

3.2.1 Cellular Networks 82

3.2.2 Ad Hoc Networks 87

3.3 Properties in General Multi-Antenna Networks 92

3.3.1 Densification: Impact of BS density 92

3.3.2 MIMO: Impact of Multiple Antennas 97

4 Analysis of Multi-Antenna Wireless Networks 102

Illustrate the effectiveness of the proposed framework via various types of networks]

4.1 Outage Probability Analysis 102

4.1.1 Densification: Impact of BS density 107

4.1.2 MIMO: Impact of Multiple Antennas 107

4.2 High Speed Ultra Dense Networks: Throughput vs. Densification 117

4.3 Green Networking: Energy Efficiency Analysis 122

4.3.1 Densification: Impact of BS density 127

4.3.2 MIMO: Impact of Multiple Antennas 132

4.4 New Spectrum: Millimeter Wave Networks 137

4.4.1 General Frameworks for Coverage Analysis of Mm-wave networks 142

4.4.2 Coverage Analysis 147

4.4.3 Impact of Directional Antenna Arrays 152

5 Optimization of Multi-Antenna Wireless Networks 157

Present methodologies for network optimization based on the analytical framework]

5.1 Interference Management 157

5.1.1 Interference Nulling Techniques 162

5.1.2 Analysis of Coverage Probability-The Perfect CSI Case 167

5.1.3 The Coverage Probability with Limited Feedback 172

5.1.4 Optimization: Interference Coordination 177

5.2 ASE and Link Reliability Tradeoff 182

5.2.1 Heterogeneous Networks 182

5.2.2 Coverage Probability Analysis 187

5.2.3 ASE and Link Reliability Tradeoff 192

5.2.4 Optimization: Optimal BS Densities in HetNets 197

6 Conclusions 202

This item is Non-Returnable

Details

  • ISBN-13: 9789811358791
  • ISBN-10: 9811358796
  • Publisher: Springer
  • Publish Date: April 2019
  • Dimensions: 9.21 x 6.14 x 0.5 inches
  • Shipping Weight: 0.99 pounds
  • Page Count: 178

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