An Introduction To Cellular Network Analysis Using Stochastic Geometry

Author : Jeffrey G. Andrews,Abhishek K. Gupta,Ahmad Alammouri,Harpreet S. Dhillon
Publisher : Springer Nature
Page : 99 pages
File Size : 41,7 Mb
Release : 2023-06-30
Category : Computers
ISBN : 9783031297434

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An Introduction to Cellular Network Analysis Using Stochastic Geometry by Jeffrey G. Andrews,Abhishek K. Gupta,Ahmad Alammouri,Harpreet S. Dhillon Pdf

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

Author : Bartłomiej Błaszczyszyn,Martin Haenggi,Paul Keeler,Sayandev Mukherjee
Publisher : Cambridge University Press
Page : 207 pages
File Size : 41,6 Mb
Release : 2018-04-19
Category : Mathematics
ISBN : 9781107162587

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Stochastic Geometry Analysis of Cellular Networks by Bartłomiej Błaszczyszyn,Martin Haenggi,Paul Keeler,Sayandev Mukherjee Pdf

Achieve faster and more efficient network design and optimization with this comprehensive guide. Some of the most prominent researchers in the field explain the very latest analytic techniques and results from stochastic geometry for modelling the signal-to-interference-plus-noise ratio (SINR) distribution in heterogeneous cellular networks. This book will help readers to understand the effects of combining different system deployment parameters on key performance indicators such as coverage and capacity, enabling the efficient allocation of simulation resources. In addition to covering results for network models based on the Poisson point process, this book presents recent results for when non-Poisson base station configurations appear Poisson, due to random propagation effects such as fading and shadowing, as well as non-Poisson models for base station configurations, with a focus on determinantal point processes and tractable approximation methods. Theoretical results are illustrated with practical Long-Term Evolution (LTE) applications and compared with real-world deployment results.

Author : François Baccelli,Bartłomiej Błaszczyszyn
Publisher : Now Publishers Inc
Page : 224 pages
File Size : 52,8 Mb
Release : 2009
Category : Computers
ISBN : 9781601982643

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Stochastic Geometry and Wireless Networks by François Baccelli,Bartłomiej Błaszczyszyn Pdf

This volume bears on wireless network modeling and performance analysis. The aim is to show how stochastic geometry can be used in a more or less systematic way to analyze the phenomena that arise in this context. It first focuses on medium access control mechanisms used in ad hoc networks and in cellular networks. It then discusses the use of stochastic geometry for the quantitative analysis of routing algorithms in mobile ad hoc networks. The appendix also contains a concise summary of wireless communication principles and of the network architectures considered in the two volumes.

Author : François Baccelli,Bartłomiej Błaszczyszyn
Publisher : Now Publishers Inc
Page : 336 pages
File Size : 53,5 Mb
Release : 2010-02
Category : Technology & Engineering
ISBN : 1601982666

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Stochastic Geometry and Wireless Networks: Applications by François Baccelli,Bartłomiej Błaszczyszyn Pdf

This volume bears on wireless network modeling and performance analysis. The aim is to show how stochastic geometry can be used in a more or less systematic way to analyze the phenomena that arise in this context. It first focuses on medium access control mechanisms used in ad hoc networks and in cellular networks. It then discusses the use of stochastic geometry for the quantitative analysis of routing algorithms in mobile ad hoc networks. The appendix also contains a concise summary of wireless communication principles and of the network architectures considered in the two volumes.

Author : Xianghao Yu,Chang Li,Jun Zhang,Khaled B. Letaief
Publisher : Springer
Page : 178 pages
File Size : 43,5 Mb
Release : 2019-03-27
Category : Computers
ISBN : 9789811358807

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Stochastic Geometry Analysis of Multi-Antenna Wireless Networks by Xianghao Yu,Chang Li,Jun Zhang,Khaled B. Letaief Pdf

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.

Author : Martin Haenggi
Publisher : Cambridge University Press
Page : 301 pages
File Size : 41,7 Mb
Release : 2013
Category : Computers
ISBN : 9781107014695

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Stochastic Geometry for Wireless Networks by Martin Haenggi Pdf

Analyse wireless network performance and improve design choices for future architectures and protocols with this rigorous introduction to stochastic geometry.

Author : Sayandev Mukherjee
Publisher : Cambridge University Press
Page : 191 pages
File Size : 46,7 Mb
Release : 2014-01-23
Category : Computers
ISBN : 9781107050945

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Analytical Modeling of Heterogeneous Cellular Networks by Sayandev Mukherjee Pdf

A self-contained introduction to the use of stochastic geometry techniques for studying the behaviour of heterogeneous cellular networks.

Author : Sayandev Murkherjee
Publisher : Unknown
Page : 0 pages
File Size : 50,8 Mb
Release : 2014
Category : Electronic
ISBN : 1107778867

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Analytical Modeling of Heterogeneous Cellular Networks by Sayandev Murkherjee Pdf

This self-contained introduction shows how stochastic geometry techniques can be used for studying the behaviour of heterogeneous cellular networks (HCNs). The unified treatment of analytic results and approaches, collected for the first time in a single volume, includes the mathematical tools and techniques used to derive them. A single canonical problem formulation encompassing the analytic derivation of Signal to Interference plus Noise Ratio (SINR) distribution in the most widely-used deployment scenarios is presented, together with applications to systems based on the 3GPP-LTE standard, and with implications of these analyses on the design of HCNs. An outline of the different releases of the LTE standard and the features relevant to HCNs is also provided. A valuable reference for industry practitioners looking to improve the speed and efficiency of their network design and optimization workflow, and for graduate students and researchers seeking tractable analytical results for performance metrics in wireless HCNs.

Author : Rose Qingyang Hu,Yi Qian
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 43,6 Mb
Release : 2013-04-03
Category : Technology & Engineering
ISBN : 9781118555316

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Heterogeneous Cellular Networks by Rose Qingyang Hu,Yi Qian Pdf

A timely publication providing coverage of radio resourcemanagement, mobility management and standardization inheterogeneous cellular networks The topic of heterogeneous cellular networks has gained momentumin industry and the research community, attracting the attention ofstandardization bodies such as 3GPP LTE and IEEE 802.16j, whoseobjectives are looking into increasing the capacity and coverage ofthe cellular networks. This book focuses on recentprogresses, covering the related topics including scenariosof heterogeneous network deployment, interference management in theheterogeneous network deployment, carrier aggregation in aheterogeneous network, cognitive radio, cell selection/reselectionand load balancing, mobility and handover management, capacity andcoverage optimization for heterogeneous networks, trafficmanagement and congestion control. This book enables readers to better understand the technicaldetails and performance gains that are madepossible by this state-of-the-art technology. It contains theinformation necessary for researchers and engineers wishing tobuild and deploy highly efficient wireless networks themselves. Toenhance this practical understanding, the book is structured tosystematically lead the reader through a series of case-studies ofreal world scenarios. Key features: Presents this new paradigm in cellular network domain: aheterogeneous network containing network nodes with differentcharacteristics such as transmission power and RF coveragearea Provides a clear approach by containing tables, illustrations,industry case studies, tutorials and examples to cover the relatedtopics Includes new research results and state-of-the-arttechnological developments and implementation issues

Author : Yulei Wu,Sukhdeep Singh,Tarik Taleb,Abhishek Roy,Harpreet S. Dhillon,Madhan Raj Kanagarathinam,Aloknath De
Publisher : Springer Nature
Page : 472 pages
File Size : 45,7 Mb
Release : 2021-08-24
Category : Computers
ISBN : 9783030727772

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6G Mobile Wireless Networks by Yulei Wu,Sukhdeep Singh,Tarik Taleb,Abhishek Roy,Harpreet S. Dhillon,Madhan Raj Kanagarathinam,Aloknath De Pdf

This book is the world’s first book on 6G Mobile Wireless Networks that aims to provide a comprehensive understanding of key drivers, use cases, research requirements, challenges and open issues that are expected to drive 6G research. In this book, we have invited world-renowned experts from industry and academia to share their thoughts on different aspects of 6G research. Specifically, this book covers the following topics: 6G Use Cases, Requirements, Metrics and Enabling Technologies, PHY Technologies for 6G Wireless, Reconfigurable Intelligent Surface for 6G Wireless Networks, Millimeter-wave and Terahertz Spectrum for 6G Wireless, Challenges in Transport Layer for Tbit/s Communications, High-capacity Backhaul Connectivity for 6G Wireless, Cloud Native Approach for 6G Wireless Networks, Machine Type Communications in 6G, Edge Intelligence and Pervasive AI in 6G, Blockchain: Foundations and Role in 6G, Role of Open-source Platforms in 6G, and Quantum Computing and 6G Wireless. The overarching aim of this book is to explore the evolution from current 5G networks towards the future 6G networks from a service, air interface and network perspective, thereby laying out a vision for 6G networks. This book not only discusses the potential 6G use cases, requirements, metrics and enabling technologies, but also discusses the emerging technologies and topics such as 6G PHY technologies, reconfigurable intelligent surface, millimeter-wave and THz communications, visible light communications, transport layer for Tbit/s communications, high-capacity backhaul connectivity, cloud native approach, machine-type communications, edge intelligence and pervasive AI, network security and blockchain, and the role of open-source platform in 6G. This book provides a systematic treatment of the state-of-the-art in these emerging topics and their role in supporting a wide variety of verticals in the future. As such, it provides a comprehensive overview of the expected applications of 6G with a detailed discussion of their requirements and possible enabling technologies. This book also outlines the possible challenges and research directions to facilitate the future research and development of 6G mobile wireless networks.

Author : Kai Yang,Minwei Shi,Hang Yuan,Zhitong Ni
Publisher : Springer Nature
Page : 186 pages
File Size : 55,6 Mb
Release : 2022-02-23
Category : Technology & Engineering
ISBN : 9789811696213

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Millimeter-Wave Communication Systems: Network Analysis and Hybrid Precoding Design by Kai Yang,Minwei Shi,Hang Yuan,Zhitong Ni Pdf

This book investigates the analytical framework and hybrid precoding scheme in millimeter-wave networks. Millimeter-wave communication is a frontier technology for supporting ultra-high data rate transmissions in future wireless networks due to larger bandwidth and higher spectral efficiency. However, the involved interference characterization and increased energy consumption are two dominant limitations in millimeter-wave network evolution. In this monograph, we develop a unified analytical framework for large-scale millimeter-wave communication networks, which leads to abundant network design insights and guidelines. Under this framework, we design low-complexity hybrid precoding algorithms for millimeter-wave systems, which greatly reduce energy consumption without obvious performance degradation. We would like to highlight that we develop a unified analytical framework and low-complexity hybrid precoding mechanisms for millimeter-wave communication networks, where a variety of millimeter-wave properties and hardware constraints are incorporated. The developed mechanisms can provide abundant insights and guidelines for the hybrid precoding design and analysis in millimeter-wave communication networks. Graduate students, researchers, and engineers in the field of communication networks can benefit from the book.

Author : François Baccelli
Publisher : Unknown
Page : 128 pages
File Size : 48,7 Mb
Release : 2009
Category : Electronic
ISBN : OCLC:981568208

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Stochastic Geometry and Wireless Networks by François Baccelli Pdf

Author : Syed A. Jafar
Publisher : Now Publishers Inc
Page : 147 pages
File Size : 52,6 Mb
Release : 2011
Category : Computers
ISBN : 9781601984746

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Interference Alignment by Syed A. Jafar Pdf

Interference Alignment: A New Look at Signal Dimensions in a Communication Network provides both a tutorial and a survey of the state-of-art on the topic.

Author : Harpreet S. Dhillon,Vishnu Vardhan Chetlur
Publisher : Springer Nature
Page : 131 pages
File Size : 50,7 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031023798

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Poisson Line Cox Process by Harpreet S. Dhillon,Vishnu Vardhan Chetlur Pdf

This book provides a comprehensive treatment of the Poisson line Cox process (PLCP) and its applications to vehicular networks. The PLCP is constructed by placing points on each line of a Poisson line process (PLP) as per an independent Poisson point process (PPP). For vehicular applications, one can imagine the layout of the road network as a PLP and the vehicles on the roads as the points of the PLCP. First, a brief historical account of the evolution of the theory of PLP is provided to familiarize readers with the seminal contributions in this area. In order to provide a self-contained treatment of this topic, the construction and key fundamental properties of both PLP and PLCP are discussed in detail. The rest of the book is devoted to the applications of these models to a variety of wireless networks, including vehicular communication networks and localization networks. Specifically, modeling the locations of vehicular nodes and roadside units (RSUs) using PLCP, the signal-to-interference-plus-noise ratio (SINR)-based coverage analysis is presented for both ad hoc and cellular network models. For a similar setting, the load on the cellular macro base stations (MBSs) and RSUs in a vehicular network is also characterized analytically. For the localization networks, PLP is used to model blockages, which is shown to facilitate the characterization of asymptotic blind spot probability in a localization application. Finally, the path distance characteristics for a special case of PLCP are analyzed, which can be leveraged to answer critical questions in the areas of transportation networks and urban planning. The book is concluded with concrete suggestions on future directions of research. Based largely on the original research of the authors, this is the first book that specifically focuses on the self-contained mathematical treatment of the PLCP. The ideal audience of this book is graduate students as well as researchers in academia and industry who are familiar with probability theory, have some exposure to point processes, and are interested in the field of stochastic geometry and vehicular networks. Given the diverse backgrounds of the potential readers, the focus has been on providing an accessible and pedagogical treatment of this topic by consciously avoiding the measure theoretic details without compromising mathematical rigor.

Author : Rahul Vaze
Publisher : Cambridge University Press
Page : 247 pages
File Size : 52,9 Mb
Release : 2015-04-13
Category : Computers
ISBN : 9781107102323

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Random Wireless Networks by Rahul Vaze Pdf

"Provides detailed discussion on single hop and multi hop model, feedback constraints and modern communication techniques such as multiple antenna nodes and cognitive radios"--