An Introduction to Cellular Network Analysis Using Stochastic Geometry

Andrews, Jeffrey G., Gupta, Abhishek K., Alammouri, Ahmad

An Introduction to Cellular Network Analysis Using Stochastic Geometry
  • 出版商: Springer
  • 出版日期: 2024-07-18
  • 售價: $1,840
  • 貴賓價: 9.5 折 $1,748
  • 語言: 英文
  • 頁數: 87
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031354923
  • ISBN-13: 9783031354922

    • 海外代購書籍(需單獨結帳)

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商品描述

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

商品描述(中文翻譯)

本書為有興趣學習如何使用隨機幾何來建模和分析行動網路性能的讀者提供了一個易於理解但又嚴謹的初步參考。除了經典的下行和上行設定外，還包括對異質行動網路和密集行動網路的分析。在這些設定中，重點在於計算覆蓋概率，這提供了信號干擾噪聲比（SINR）的補充累積分佈函數（ccdf），並且是掉線概率的補數。利用這一點，還推導出其他關鍵性能指標，例如區域頻譜效率。這些指標在理解密集化對網路性能的影響方面特別有用。為了使本書成為一個真正自足的參考，所有隨機幾何所需的背景材料都以連貫且易於消化的方式介紹。

本書：
- 提供了一個易於接近的行動網路分析介紹，並闡明了關鍵系統依賴性
- 採用基於隨機幾何的方法，應用於行動網路，包括下行和上行
- 專注於信號干擾噪聲比（SINR）及相關指標的統計分佈

作者簡介

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.

作者簡介(中文翻譯)

Jeffrey G. Andrews, Ph.D. 是德克薩斯大學奧斯汀分校的 Truchard 家族工程學講座教授及 6G@UT 的主任。他在哈維穆德學院獲得了優異的工程學學士學位，並在史丹佛大學獲得電機工程的碩士及博士學位。

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電機工程的雙學位 B.Tech.-M.Tech，並在德克薩斯大學奧斯汀分校獲得電機與計算機工程的博士學位。

Ahmad AlAmmouri, PhD 是三星美國研究所的高級研究工程師，工作地點位於德克薩斯州普萊諾。他在約旦大學獲得學士學位，在國王阿卜杜拉科技大學（KAUST）獲得碩士學位，並在德克薩斯大學奧斯汀分校獲得博士學位。

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及 Wireless@VT 的副主任。他在印度理工學院古瓦哈提獲得電子與通信工程的 B.Tech. 學位，在維吉尼亞理工大學獲得電機工程的碩士學位，並在德克薩斯大學奧斯汀分校獲得電機工程的博士學位。

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