An Introduction to Cellular Network Analysis Using Stochastic Geometry

This book provides an accessible yet rigorous first reference for readers interested in learning how to model and analyze cellular network performance using stochastic geometry. In addition to the canonical downlink and uplink settings, analyses of heterogeneous cellular networks and dense cellular networks are also included. For each of these settings, the focus is on the calculation of coverage probability, which gives the complementary cumulative distribution function (ccdf) of signal-to-interference-and-noise ratio (SINR) and is the complement of the outage probability. Using this, other key performance metrics, such as the area spectral efficiency, are also derived. These metrics are especially useful in understanding the effect of densification on network performance. In order to make this a truly self-contained reference, all the required background material from stochastic geometry is introduced in a coherent and digestible manner.

This Book:

• Provides an approachable introduction to the analysis of cellular networks and illuminates key system dependencies
• Features an approach based on stochastic geometry as applied to cellular networks including both downlink and uplink
• Focuses on the statistical distribution of signal-to-interference-and-noise ratio (SINR) and related metrics

本書提供了一個易於理解但嚴謹的參考資料，針對有興趣學習如何使用隨機幾何模型和分析細胞網絡性能的讀者。除了傳統的下行和上行設置外，還包括異質細胞網絡和密集細胞網絡的分析。對於每個設置，重點是計算覆蓋概率，該概率給出了信號干擾雜訊比（SINR）的互補累積分佈函數（ccdf），並且是故障概率的互補。利用這一點，還可以推導出其他關鍵性能指標，例如區域頻譜效率。這些指標對於理解密集化對網絡性能的影響尤為有用。為了使本書成為一個真正自包含的參考資料，所有所需的隨機幾何背景材料都以一種連貫且易於理解的方式介紹。

本書特點如下：
- 提供了一種可接近的方法來分析細胞網絡並闡明關鍵系統相依性。
- 以隨機幾何為基礎的方法應用於細胞網絡，包括下行和上行。
- 重點放在信號干擾雜訊比（SINR）的統計分佈及相關指標上。

Jeffrey G. Andrews, Ph.D, is the Truchard Family Endowed Chair in Engineering and Director of 6G@UT at The University of Texas at Austin. He received a B.S. in Engineering with High Distinction from Harvey Mudd College and a M.S. and Ph.D in Electrical Engineering from Stanford University.

Abhishek K. Gupta, Ph.D, is an Assistant Professor in the Department of Electrical Engineering at the Indian Institute of Technology Kanpur. He received a B.Tech.- M.Tech dual degree in Electrical Engineering from IIT Kanpur and a Ph.D in Electrical and Computer Engineering from The University of Texas at Austin.

Ahmad AlAmmouri, PhD, is a Senior Research Engineer with the Samsung Research America in Plano, Texas. He received his B.Sc. from the University of Jordan, an M.Sc. from King Abdullah University of Science and Technology (KAUST), and a Ph.D from The University of Texas at Austin.

Harpreet S. Dhillon, PhD, is a Professor of Electrical and Computer Engineering at Virginia Tech and the Associate Director of Wireless@VT. He received a B.Tech. in Electronics and Communication Engineering from IIT Guwahati, an M.S. in Electrical Engineering from Virginia Tech, and a Ph.D in Electrical Engineering from The University of Texas at Austin.

Jeffrey G. Andrews, Ph.D., 是德州大學奧斯汀分校的Truchard家族工程學講座教授，也是6G@UT的主任。他在Harvey Mudd學院獲得了優異成績的工程學學士學位，並在斯坦福大學獲得了電機工程的碩士和博士學位。

Abhishek K. Gupta, Ph.D., 是印度理工學院坎普爾分校電機工程系的助理教授。他在印度理工學院坎普爾分校獲得了電機工程的學士-碩士雙學位，並在德州大學奧斯汀分校獲得了電機與計算機工程的博士學位。

Ahmad AlAmmouri, PhD, 是位於德克薩斯州普萊諾的三星研究美國公司的高級研究工程師。他在約旦大學獲得了學士學位，在阿卜杜拉國王科技大學獲得了碩士學位，並在德州大學奧斯汀分校獲得了博士學位。

Harpreet S. Dhillon, PhD, 是維吉尼亞理工大學電機與計算機工程系的教授，也是Wireless@VT的副主任。他在印度理工學院古瓦哈提分校獲得了電子與通信工程的學士學位，在維吉尼亞理工大學獲得了電機工程的碩士學位，並在德州大學奧斯汀分校獲得了電機工程的博士學位。