Cross Layer Resource Allocation in Wireless Communications

Cross Layer Resource Allocation in Wireless Communications
Author: Ana I. Perez-Neira,Marc Realp Campalans
Publsiher: Academic Press
Total Pages: 192
Release: 2010-07-28
ISBN: 9780080920887
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Cross Layer Resource Allocation in Wireless Communications Book Excerpt:

Cross-Layer Resource Allocation in Wireless Communications offers practical techniques and models for the design and optimisation of cross-layer resource allocation – one of the hottest topics in wireless communications. Resource allocation in wireless networks is traditionally approached either through information theory or communications networks. To break down the barriers between these distinct approaches, this book bridges the physical and network layers by providing cross-layer resource allocation techniques, models, and methodologies. Its unique approach allows optimisation of network resources and will enable engineers to improve signal quality, enhance network and spectrum utilization, increase throughput, and solve the problem of shadowing. Topics covered include different views of spectral efficiency, the role of spatial diversity, of delay in resource allocation, and possible extensions to OFDMA systems. This will be an ideal reference on cross-layer resource allocation between the PHY and MAC layers for R&D and network design engineers and researchers in universities dealing with sensor networks and cognitive systems. * Gives a full description of the characteristics of the PHY layer that promote efficient resource allocation strategies * Gives special emphasis on cross-layer design for spatial diversity schemes * Provides a framework for interaction between the PHY and MAC layers, their parameters of performance and their relationship * Presents resource allocation as a cross-layer design based on an optimization of MAC layer parameters with an accurate model of the PHY layer

Bl tter des Kulturbundes Jena

Bl  tter des Kulturbundes Jena
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1946
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Bl tter des Kulturbundes Jena Book Excerpt:

Cross Layer Resource Allocation in Cognitive Radio Networks Models Algorithms and Applications

Cross Layer Resource Allocation in Cognitive Radio Networks  Models  Algorithms  and Applications
Author: Hang Qin
Publsiher: Scientific Research Publishing, Inc. USA
Total Pages: 194
Release: 2017-04-30
ISBN: 1618963988
Category: Computers
Language: EN, FR, DE, ES & NL

Cross Layer Resource Allocation in Cognitive Radio Networks Models Algorithms and Applications Book Excerpt:

This book is about cognitive radio (CR), a revolution in radio technology and an enabling technology for dynamic spectrum access. Due to the unique characteristics of the wireless networks, it is essential to address the approach of multiple layers (e.g., physical, link, and network) to maximize the network performance. The formulation of this cross-layer problem is usually complicated and challenging, while wireless resource allocation is a vital way to handle the race condition of the limited wireless resources. However, given the intrinsic characteristics of cognitive radio networks (CRN), none of the existing analytical approach could be a direct fit. Therefore, innovative theoretical results, along with the corresponding mathematical techniques, are necessary. In this book, we aim to develop some novel algorithmic design and optimization techniques that provide optimal or near-optimal solutions. Although cross-layer design has been introduced to CRN for many years, there are rarely any books for researchers, engineers, and students, from the engineering perspective. From one hand, most of the existing books primarily focus on the mathematical and economic aspects, which are considerably different from the engineering. On the other hand, all of the books mainly aim to system optimization or control techniques, while the cross-layer algorithm design in the distributed environment is usually ignored. As the result, there is an urgent demand for a reference source, which can provide complete information on how to fully adopt cross-layer resource allocation to the CRN. In this regard, this book not only focuses on the description of the main aspects of cross-layer resource allocation over CRN, but also provides a review of the application solutions. In a nutshell, it provides a specific treatment of cross-layer design in CRN. The topics range from the basic concepts of cross-layer resource allocation, to the state-of-the-art analyses, modelings, and optimizations for CRN.

Resource Allocation and Cross layer Control in Wireless Networks

Resource Allocation and Cross layer Control in Wireless Networks
Author: Leonidas Georgiadis,Michael J. Neely,Leandros Tassiulas
Publsiher: Now Publishers Inc
Total Pages: 149
Release: 2006
ISBN: 1933019263
Category: Computers
Language: EN, FR, DE, ES & NL

Resource Allocation and Cross layer Control in Wireless Networks Book Excerpt:

Resource Allocation and Cross Layer Control in Wireless Networks presents abstract models that capture the cross layer interaction from the physical to transport layer in wireless network architectures including cellular, ad-hoc and sensor networks as well as hybrid wireless-wireline. The emphasis in the presentation is on describing the models and the algorithms with application examples that illustrate the range of possible applications. Representative cases are analyzed in full detail to illustrate the applicability of the analysis techniques, while in other cases the results are described without proofs and references to the literature are provided.

Cooperative Wireless Communications

Cooperative Wireless Communications
Author: Yan Zhang,Hsiao-Hwa Chen,Mohsen Guizani
Publsiher: CRC Press
Total Pages: 528
Release: 2009-03-10
ISBN: 9781420064704
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Cooperative Wireless Communications Book Excerpt:

Cooperative devices and mechanisms are increasingly important to enhance the performance of wireless communications and networks, with their ability to decrease power consumption and packet loss rate and increase system capacity, computation, and network resilience. Considering the wide range of applications, strategies, and benefits associated with cooperative wireless communications, researchers and product developers need a succinct understanding of relevant theory, fundamentals, and techniques to navigate this challenging field. Cooperative Wireless Communications provides just that. Assesses Applications, Benefits, and Methods of Cooperative Strategies This comprehensive reference handbook contains useful background to develop and implement cooperative mechanisms for infrastructure-based wireless systems and self-organizing multi-hop wireless networks (e.g., ad hoc, mesh, peer-to-peer, and sensor networks). It introduces key cooperative strategies and details recent improvements to a variety of cooperative mechanisms and frameworks applicable in diverse scenarios. Addressing fundamentals and techniques, this invaluable reference: Offers comprehensive guidance on technical, practical, and deployment aspects of cooperative strategies and the latest IEEE standard specifications Explores key challenges and solutions in 3G, B3G, 4G WiMAX, and ad hoc, mesh, and sensor networks Covers cooperative diversity, virtual MIMO, cognitive radio networks, and resource and mobility management Discusses energy efficiency, relaying strategy, routing, MAC, topology control, and security Provides Guidance to Resolve Key Challenges A distinct introduction to different cooperative mechanisms, cooperation frameworks in diverse scenarios, and recent improvements to wireless network performance, this one-stop reference consolidates the essential information and guidance that readers will need to resolve key challenges in various protocol issues from a cooperation perspective.

Using Cross Layer Techniques for Communication Systems

Using Cross Layer Techniques for Communication Systems
Author: Rashvand, Habib F.
Publsiher: IGI Global
Total Pages: 656
Release: 2012-04-30
ISBN: 1466609613
Category: Computers
Language: EN, FR, DE, ES & NL

Using Cross Layer Techniques for Communication Systems Book Excerpt:

Although the existing layering infrastructure--used globally for designing computers, data networks, and intelligent distributed systems and which connects various local and global communication services--is conceptually correct and pedagogically elegant, it is now well over 30 years old has started create a serious bottleneck. Using Cross-Layer Techniques for Communication Systems: Techniques and Applications explores how cross-layer methods provide ways to escape from the current communications model and overcome the challenges imposed by restrictive boundaries between layers. Written exclusively by well-established researchers, experts, and professional engineers, the book will present basic concepts, address different approaches for solving the cross-layer problem, investigate recent developments in cross-layer problems and solutions, and present the latest applications of the cross-layer in a variety of systems and networks.

Cross Layer Resource Allocation For Multiple User Video Communication Systems

Cross Layer Resource Allocation For Multiple User Video Communication Systems
Author: Dawei Wang
Publsiher: Unknown
Total Pages: 92
Release: 2013
ISBN: 9781303429651
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Cross Layer Resource Allocation For Multiple User Video Communication Systems Book Excerpt:

In this dissertation, we investigate problems of resource allocation for uplink multiuser wireless communication channels. The users want to upload compressed video streams with different rate-distortion (RD) characteristics to a base station via a multi-carrier channel. The video is organized in groups of pictures (GOP), and the base station makes resource allocation decisions based jointly on the channel state information (CSI) and the RD information to minimize the average video distortion across all users. We first study the case where the channel is slowly varying. With the assumption of the channel staying constant over the duration of a GOP, we derive an optimal condition for minimizing the sum of distortions in a setting of continuous frequency channel response. Our result shows that for a specific band to be assigned to a particular user, the product of the slope of the RD curve of that user and a marginal rate increment corresponding to that band should be maximized. We then design an algorithm which iteratively calculates the status of the RD information and the CSI in a block fading setting. Compared to two baseline resource allocation algorithms that use only a single layer of information, the simulation results show that the cross layer scheme can consistently improve the performance of the system. We then focus on the case of a channel with arbitrary mobility. To better utilize the time varying channel, we design a pilot symbol assisted modulation (PSAM) system which periodically adapts the modulation format according to the instantaneous CSI. We show that the two baseline algorithms with single layer information behave quite differently as the Doppler spread changes, but the cross layer algorithm performs robustly across all different mobile speeds. We further characterize the capacity gain of using the cross layer scheme.

Radio Resource Allocation for Multi hop Wireless Networks Using Cross layer Optimization

Radio Resource Allocation for Multi hop Wireless Networks Using Cross layer Optimization
Author: Jennifer Catherine Fang
Publsiher: Unknown
Total Pages: 250
Release: 2005
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Radio Resource Allocation for Multi hop Wireless Networks Using Cross layer Optimization Book Excerpt:

QoE Management in Wireless Networks

QoE Management in Wireless Networks
Author: Ying Wang,Wen'an Zhou,Ping Zhang
Publsiher: Springer
Total Pages: 60
Release: 2016-08-01
ISBN: 3319424548
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

QoE Management in Wireless Networks Book Excerpt:

This SpringerBrief presents research results on QoE management schemes for mobile services, including user services, and resource allocation. Along with a review of the research literature, it offers a data-driven architecture for personalized QoE management in wireless networks. The primary focus is on introducing efficient personalized character extraction mechanisms, e.g., context-aware Bayesian graph model, and cooperative QoE management mechanisms. Moreover, in order to demonstrate in the effectiveness of the QoE model, a QoE measurement platform is described and its collected data examined. The brief concludes with a discussion of future research directions. The example mechanisms and the data-driven architecture provide useful insights into the designs of QoE management, and motivate a new line of thinking for users' satisfaction in future wireless networks.

Adaptation and Cross Layer Design in Wireless Networks

Adaptation and Cross Layer Design in Wireless Networks
Author: Mohamed Ibnkahla
Publsiher: CRC Press
Total Pages: 526
Release: 2018-10-08
ISBN: 1420046101
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Adaptation and Cross Layer Design in Wireless Networks Book Excerpt:

Adaptive techniques play a key role in modern wireless communication systems. The concept of adaptation is emphasized in the Adaptation in Wireless Communications Series through a unified framework across all layers of the wireless protocol stack ranging from the physical layer to the application layer, and from cellular systems to next-generation wireless networks. Adaptation and Cross Layer Design in Wireless Networks is devoted to adaptation in the data link layer, network layer, and application layer. The book presents state-of-the-art adaptation techniques and methodologies, including cross-layer adaptation, joint signal processing, coding and networking, selfishness in mobile ad hoc networks, cooperative and opportunistic protocols, adaptation techniques for multimedia support, self –organizing routing, and tunable security services. It presents several new theoretical paradigms and analytical findings which are supported with various simulation and experimental results. Adaptation in wireless communications is needed in order to achieve high capacity and ubiquitous communications. The current trend in wireless communication systems is to make adaptation dependent upon the state of the relevant parameters in all layers of the system. Focusing on simplified cross layer design approaches, this volume describes advanced techniques such as adaptive resource management, adaptive modulation and coding, 4G communications, QoS, diversity combining, and energy and mobility aware MAC protocols. The first volume in the series, Adaptive Signal Processing in Wireless Communications (cat no.46012) covers adaptive signal processing at the physical layer.

Quality of Service and Resource Allocation in WiMAX

Quality of Service and Resource Allocation in WiMAX
Author: Roberto Hincapie,Javier E. Sierra
Publsiher: BoD – Books on Demand
Total Pages: 388
Release: 2012-02-03
ISBN: 9533079568
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Quality of Service and Resource Allocation in WiMAX Book Excerpt:

This book has been prepared to present state of the art on WiMAX Technology. It has been constructed with the support of many researchers around the world, working on resource allocation, quality of service and WiMAX applications. Such many different works on WiMAX, show the great worldwide importance of WiMAX as a wireless broadband access technology. This book is intended for readers interested in resource allocation and quality of service in wireless environments, which is known to be a complex problem. All chapters include both theoretical and technical information, which provides an in depth review of the most recent advances in the field for engineers and researchers, and other readers interested in WiMAX.

Personal Wireless Communications

Personal Wireless Communications
Author: Pascal Lorenz
Publsiher: World Scientific
Total Pages: 544
Release: 2005-07-07
ISBN: 1783260165
Category: Computers
Language: EN, FR, DE, ES & NL

Personal Wireless Communications Book Excerpt:

The 10th IFIP International Conference on Personal Wireless Communications covers a wide spectrum: wireless sensors, signalization, traffic and QoA in wireless networks, Ad-Hoc, IEEE 802.11, cellular and mobile networks. This volume offers a large range of solutions to key problems in wireless networking and explores challenging avenues for industrial research and development. It is accessible to engineers, practitioners, and scientists as well as industry professionals from manufacturers to service providers. Contents: Wireless Sensors:Energy-Efficient Application-Aware Communication for Wireless Sensor Networks (R M Passos et al.)SDMA in Connections Between Wireless Sensors and Wired Network (V Hasu et al.)MANET:Cross-Layer's Paradigm Features in MANET: Benefits and Challenges (L Romdhani et al.)An Efficient Load-Balancing Algorithm for Supporting QoS in MANET (M Brahma et al.)Ad Hoc (I):Efficient Bandwidth Allocation for Basic Broadcast and Point-to-Point Services in the ADHOC MAC Protocol (J R Gállego et al.)A Self Organizing Algorithm for Ad-Hoc Networks (N Kettaf et al.)Ad Hoc (II): Analyzing the Effect of Cooperation Approaches (M Frank et al.)IEEE 802.11:COMPASS: Decentralized Management and Access Control for WLANs (A Hecker et al.)QoS:Statistical QoS Guarantees in Bluetooth Under Co-Channel Interference (J L Sevillano et al.)Global Solution for the Support of QoS by IEEE 802.11 Wireless Local Area Networks (A Bedoui et al.)Traffic:Cross-Layer Design for Dynamic Resource Allocation in Wireless Networks (J Y Kim et al.)Cellular Networks:Multimedia Transmission over Third Generation Cellular Networks (A Alexiou et al.)On UMTS HSDPA Performance (P Matusz et al.)Mobile Networks (I):Enabling Mobile IPv6 in Operational Environments (X Fu et al.)Comparative Analysis of Handoff Delay of MIFA and MIP (A Diab et al.)Mobile Networks (II):Neural Network and Self-Learning Based Autonomic Radio Resource Management in Hybrid Wireless Networks (C Shen et al.)UICC Communication in Mobile Devices Using Internet Protocols (B H Nguyen et al.)Mobile Networks (III):Modular Proxies for Service Adaptation and Session Continuation over Heterogeneous Networks (T Seipold et al.)Signalization:The Power Spectral Density of the H-Ternary Line Code: A Simulation Model and Comparison (A Glass et al.)and other papers Readership: Graduate students, academics and practitioners in the field of telecommunications and data communications. Keywords:Networks;Wireless Networks;Computer Sciences;Communications

Handbook of Green Information and Communication Systems

Handbook of Green Information and Communication Systems
Author: Mohammad S. Obaidat,Alagan Anpalagan,Isaac Woungang
Publsiher: Academic Press
Total Pages: 816
Release: 2012-11-20
ISBN: 012415882X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Handbook of Green Information and Communication Systems Book Excerpt:

This book gives a comprehensive guide on the fundamental concepts, applications, algorithms, protocols, new trends and challenges, and research results in the area of Green Information and Communications Systems. It is an invaluable resource giving knowledge on the core and specialized issues in the field, making it highly suitable for both the new and experienced researcher in this area. Key Features: Core research topics of green information and communication systems are covered from a network design perspective, giving both theoretical and practical perspectives Provides a unified covering of otherwise disperse selected topics on green computing, information, communication and networking Includes a set of downloadable PowerPoint slides and glossary of terms for each chapter A ‘whose-who’ of international contributors Extensive bibliography for enhancing further knowledge Coverage includes: Smart grid technologies and communications Spectrum management Cognitive and autonomous radio systems Computing and communication architectures Data centres Distributed networking Cloud computing Next generation wireless communication systems 4G access networking Optical core networks Cooperation transmission Security and privacy Core research topics of green information and communication systems are covered from a network design perspective, giving both a theoretical and practical perspective A ‘whose-who’ of international contributors Extensive bibliography for enhancing further knowledge

Resource Allocation in Next Generation Wireless Networks

Resource Allocation in Next Generation Wireless Networks
Author: Yi Pan
Publsiher: Nova Publishers
Total Pages: 346
Release: 2006
ISBN: 9781594545832
Category: Computers
Language: EN, FR, DE, ES & NL

Resource Allocation in Next Generation Wireless Networks Book Excerpt:

Next generation wireless and mobile communication systems are rapidly evolving to satisfy the demands of various network users. Due to the great success and enormous impact of IP networks, high-speed transmission is now possible for both indoor and outdoor wireless systems, internet access and web browsing have become the ruling paradigm for next generation system. It is envisioned that new generation wireless networks and hand-held terminals will support a wide variety of multimedia services such as multimedia web browsing, video and news on demand, mobile office system, stock market information, and so on, to mobile users anywhere, anytime in an uninterrupted and seamless way with low-powered handsets. The characteristics of wireless links, as well as the desire to maintain connectivity while on the move, offer significant challenges to provisioning quality of service and the related performance is of central interest. Since the resources (such as time, frequency and code) in the wireless segments of such networks are very limited, over-dimensioning the network resource is equivalent to poor capital investment, while congestion at busy hours could mean lost calls and lost revenues. It is therefore critical for wireless network designers to utilise these resources efficiently and effectively. In response to the above demand for next generation wireless and mobile communication systems, this book aims at providing a timely and concise reference of the current activities and findings in the relevant technical fields. The primary goal is to address the key technical issues pertaining to the integrated new systems and present novel technical contributions. The book contains 14 invited chapters from prominent researchers working in this area around the world.

Dynamic Optimized Resource Allocation in Cellular Wireless Networks with Software Interface

Dynamic Optimized Resource Allocation in Cellular   Wireless Networks with Software Interface
Author: Michel Matta,Mahmoud Khodor
Publsiher: Unknown
Total Pages: 80
Release: 2015
ISBN: 1928374650XXX
Category: Dissertations, Academic
Language: EN, FR, DE, ES & NL

Dynamic Optimized Resource Allocation in Cellular Wireless Networks with Software Interface Book Excerpt:

In the past years, there has been a huge advance in the structure and design of wireless networks, and we have seen significant variation form the physical layer algorithm development to the layer protocol design to the system level optimization. Numerous wireless standards have been agreed on to keep up with demand of multiple applications. Over the years researchers came together and realized that for wireless networks, and because of user mobility, fading channel and power resources, and other factors we cannot simply optimize the wireless communication like we used to optimize the wired networks, where they usually concentrate on one layer without paying any attention on the effects it has on other layers. But for wireless networks, interconnection between layers and cross layer optimization is the basic issue to insure high quality performance. One of the most important issues in the cross layer optimization is resource allocation. In Wireless communication there are frequency, time and space diversity as well. If we took advantages of those diversities we can tremendously improve the quality of communication. All those variables contribute to the need of resource allocations. We have seen the advance of resource allocation in the past years with huge progress. As anyone can imagine, because the number of degrees freedom, and multiple parameters, dynamic resource allocation is a broad topic that deals with variety of problems. So the optimization tools and techniques may vary a lot. Aside from the commonly used method which is convex optimization there are non-linear and non-convex methods. When we speak about channel allocation and resource scheduling. Sometimes the problem tends to get more and more complicated. If we took into account the time caring conditions, the problem will evolve to be a dynamic optimization. The cooperation with the distributed and autonomous devices is considered, different mathematical models can be used to find the best strategy and optimal solution. It is only fair to say that there is no single perfect optimization available to solve all the dynamic resource allocation problems.

Green Radio Communication Networks

Green Radio Communication Networks
Author: Ekram Hossain,Vijay K. Bhargava,Gerhard P. Fettweis
Publsiher: Cambridge University Press
Total Pages: 410
Release: 2012-07-05
ISBN: 1107017548
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Green Radio Communication Networks Book Excerpt:

Presents state-of-the-art research on green radio communications and networking technology to researchers and professionals working in wireless communication.

Pervasive Mobile and Ambient Wireless Communications

Pervasive Mobile and Ambient Wireless Communications
Author: Roberto Verdone,Alberto Zanella
Publsiher: Springer Science & Business Media
Total Pages: 677
Release: 2012-01-02
ISBN: 144712314X
Category: Computers
Language: EN, FR, DE, ES & NL

Pervasive Mobile and Ambient Wireless Communications Book Excerpt:

Reporting the findings of COST 2100, a major European intergovernmental project, this volume offers system designers a good source of guidelines based on channel characterization and measurement-based modeling, as well as worthwhile ideas for future research.

4G Mobile and Wireless Communications Technologies

4G Mobile and Wireless Communications Technologies
Author: Sofoklis Kyriazakos,Ioannis Soldatos,George Karetsos
Publsiher: River Publishers
Total Pages: 380
Release: 2008
ISBN: 8792329020
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

4G Mobile and Wireless Communications Technologies Book Excerpt:

This text gathers research and development on topics shaping the fourth generation (4G) in mobile and wireless communications and reveals the key trends and enabling technologies for 4G.

Wireless Network Traffic and Quality of Service Support Trends and Standards

Wireless Network Traffic and Quality of Service Support  Trends and Standards
Author: Lagkas, Thomas D.,Angelidis, Pantelis,Georgiadis, Loukas
Publsiher: IGI Global
Total Pages: 572
Release: 2010-03-31
ISBN: 1615207724
Category: Political Science
Language: EN, FR, DE, ES & NL

Wireless Network Traffic and Quality of Service Support Trends and Standards Book Excerpt:

"This book offers cutting edge approaches for the provision of quality of service in wireless local area networks"--Provided by publisher.

Machine Learning for Future Wireless Communications

Machine Learning for Future Wireless Communications
Author: Fa-Long Luo
Publsiher: John Wiley & Sons
Total Pages: 496
Release: 2020-02-10
ISBN: 1119562252
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Machine Learning for Future Wireless Communications Book Excerpt:

A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless Communications provides a comprehensive and highly accessible treatment to the theory, applications and current research developments to the technology aspects related to machine learning for wireless communications and networks. The technology development of machine learning for wireless communications has grown explosively and is one of the biggest trends in related academic, research and industry communities. Deep neural networks-based machine learning technology is a promising tool to attack the big challenge in wireless communications and networks imposed by the increasing demands in terms of capacity, coverage, latency, efficiency flexibility, compatibility, quality of experience and silicon convergence. The author – a noted expert on the topic – covers a wide range of topics including system architecture and optimization, physical-layer and cross-layer processing, air interface and protocol design, beamforming and antenna configuration, network coding and slicing, cell acquisition and handover, scheduling and rate adaption, radio access control, smart proactive caching and adaptive resource allocations. Uniquely organized into three categories: Spectrum Intelligence, Transmission Intelligence and Network Intelligence, this important resource: Offers a comprehensive review of the theory, applications and current developments of machine learning for wireless communications and networks Covers a range of topics from architecture and optimization to adaptive resource allocations Reviews state-of-the-art machine learning based solutions for network coverage Includes an overview of the applications of machine learning algorithms in future wireless networks Explores flexible backhaul and front-haul, cross-layer optimization and coding, full-duplex radio, digital front-end (DFE) and radio-frequency (RF) processing Written for professional engineers, researchers, scientists, manufacturers, network operators, software developers and graduate students, Machine Learning for Future Wireless Communications presents in 21 chapters a comprehensive review of the topic authored by an expert in the field.