Stochastic Geometry Analysis Of Cellular Networks

Author : Bartłomiej Błaszczyszyn,Martin Haenggi,Paul Keeler,Sayandev Mukherjee
Publisher : Cambridge University Press
Page : 207 pages
File Size : 50,7 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 : Jeffrey G. Andrews,Abhishek K. Gupta,Ahmad Alammouri,Harpreet S. Dhillon
Publisher : Springer Nature
Page : 99 pages
File Size : 52,8 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 : François Baccelli,Bartłomiej Błaszczyszyn
Publisher : Now Publishers Inc
Page : 224 pages
File Size : 50,8 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 : Xianghao Yu,Chang Li,Jun Zhang,Khaled B. Letaief
Publisher : Springer
Page : 178 pages
File Size : 40,7 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 : 40,9 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 : François Baccelli,Bartłomiej Błaszczyszyn
Publisher : Now Publishers Inc
Page : 336 pages
File Size : 55,9 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 : Sayandev Mukherjee
Publisher : Cambridge University Press
Page : 191 pages
File Size : 41,5 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 : Rose Qingyang Hu,Yi Qian
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 54,7 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 : Sayandev Murkherjee
Publisher : Unknown
Page : 0 pages
File Size : 51,5 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 : Yong Zeng,Ismail Guvenc,Rui Zhang,Giovanni Geraci,David W. Matolak
Publisher : John Wiley & Sons
Page : 464 pages
File Size : 48,7 Mb
Release : 2020-12-14
Category : Technology & Engineering
ISBN : 9781119575696

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UAV Communications for 5G and Beyond by Yong Zeng,Ismail Guvenc,Rui Zhang,Giovanni Geraci,David W. Matolak Pdf

Explore foundational and advanced issues in UAV cellular communications with this cutting-edge and timely new resource UAV Communications for 5G and Beyond delivers a comprehensive overview of the potential applications, networking architectures, research findings, enabling technologies, experimental measurement results, and industry standardizations for UAV communications in cellular systems. The book covers both existing LTE infrastructure, as well as future 5G-and-beyond systems. UAV Communications covers a range of topics that will be of interest to students and professionals alike. Issues of UAV detection and identification are discussed, as is the positioning of autonomous aerial vehicles. More fundamental subjects, like the necessary tradeoffs involved in UAV communication are examined in detail. The distinguished editors offer readers an opportunity to improve their ability to plan and design for the near-future, explosive growth in the number of UAVs, as well as the correspondingly demanding systems that come with them. Readers will learn about a wide variety of timely and practical UAV topics, like: Performance measurement for aerial vehicles over cellular networks, particularly with respect to existing LTE performance Inter-cell interference coordination with drones Massive multiple-input and multiple-output (MIMO) for Cellular UAV communications, including beamforming, null-steering, and the performance of forward-link C&C channels 3GPP standardization for cellular-supported UAVs, including UAV traffic requirements, channel modeling, and interference challenges Trajectory optimization for UAV communications Perfect for professional engineers and researchers working in the field of unmanned aerial vehicles, UAV Communications for 5G and Beyond also belongs on the bookshelves of students in masters and PhD programs studying the integration of UAVs into cellular communication systems.

Author : François Baccelli
Publisher : Unknown
Page : 128 pages
File Size : 41,6 Mb
Release : 2009
Category : Electronic
ISBN : OCLC:981568208

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Stochastic Geometry and Wireless Networks by François Baccelli Pdf

Author : Hui-Ming Wang,Tong-Xing Zheng
Publisher : Springer
Page : 113 pages
File Size : 45,6 Mb
Release : 2016-10-04
Category : Computers
ISBN : 9789811015755

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Physical Layer Security in Random Cellular Networks by Hui-Ming Wang,Tong-Xing Zheng Pdf

This book investigates key security issues in connection with the physical layer for random wireless cellular networks. It first introduces readers to the fundamentals of information theoretic security in the physical layer. By examining recently introduced security techniques for wireless point-to-point communications, the book proposes new solutions to physical layer security based on stochastic geometric frameworks for random cellular networks. It subsequently elaborates on physical-layer security in multi-tier heterogeneous networks. With the new modeled settings, the authors also verify the security performance with the impact of the full-duplex transceivers. The specific model design presented here offers a valuable point of reference for readers in related areas. In addition, the book highlights promising topics and proposes potential future research directions.

Author : David Tse,Pramod Viswanath
Publisher : Cambridge University Press
Page : 598 pages
File Size : 54,8 Mb
Release : 2005-05-26
Category : Computers
ISBN : 0521845270

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Fundamentals of Wireless Communication by David Tse,Pramod Viswanath Pdf

This textbook takes a unified view of the fundamentals of wireless communication and explains cutting-edge concepts in a simple and intuitive way. An abundant supply of exercises make it ideal for graduate courses in electrical and computer engineering and it will also be of great interest to practising engineers.

Author : Harpreet S. Dhillon,Vishnu Vardhan Chetlur
Publisher : Morgan & Claypool Publishers
Page : 151 pages
File Size : 47,7 Mb
Release : 2020-06-24
Category : Computers
ISBN : 9781681738437

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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 : Don Torrieri
Publisher : Springer Science & Business Media
Page : 589 pages
File Size : 47,8 Mb
Release : 2011-07-15
Category : Technology & Engineering
ISBN : 9781441995957

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Principles of Spread-Spectrum Communication Systems, Second Edition by Don Torrieri Pdf

This book provides a concise but lucid explanation of the fundamentals of spread-spectrum systems with an emphasis on theoretical principles. Throughout the book, learning is facilitated by many new or streamlined derivations of the classical theory. Problems at the end of each chapter are intended to assist readers in consolidating their knowledge and to provide practice in analytical techniques. The choice of specific topics is tempered by the author’s judgment of their practical significance and interest to both researchers and system designers. The evolution of spread spectrum communication systems and the prominence of new mathematical methods in their design provided the motivation to undertake this new edition of the book. This edition is intended to enable readers to understand the current state-of-the-art in this field. More than 20 percent of the material in this edition is new, including a chapter on systems with iterative channel estimation, and the remainder of the material has been thoroughly revised.