Driving 5g Mobile Communications With Artificial Intelligence Towards 6g

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Driving 5G Mobile Communications with Artificial Intelligence towards 6G

Dragorad A. Milovanovic,Zoran S. Bojkovic,Tulsi Pawan Fowdur
Driving 5G Mobile Communications with Artificial Intelligence towards 6G Book PDF

Author : Dragorad A. Milovanovic,Zoran S. Bojkovic,Tulsi Pawan Fowdur
Publisher : CRC Press
Page : 643 pages
File Size : 48,7 Mb
Release : 2023-04-06
Category : Technology & Engineering
ISBN : 9781000851526

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Driving 5G Mobile Communications with Artificial Intelligence towards 6G by Dragorad A. Milovanovic,Zoran S. Bojkovic,Tulsi Pawan Fowdur Pdf

Driving 5G Mobile Communications with Artificial Intelligence towards 6G presents current work and directions of continuously innovation and development in multimedia communications with a focus on services and users. The fifth generation of mobile wireless networks achieved the first deployment by 2020, completed the first phase of evolution in 2022, and started transition phase of 5G-Advanced toward the sixth generation. Perhaps one of the most important innovations brought by 5G is the platform-approach to connectivity, i.e., a single standard that can adapt to the heterogeneous connectivity requirements of vastly different use cases. 5G networks contain a list of different requirements, standardized technical specifications and a range of implementation options with spectral efficiency, latency, and reliability as primary performance metrics. Towards 6G, machine learning (ML) and artificial intelligence (AI) methods have recently proposed new approaches to modeling, designing, optimizing and implementing systems. They are now matured technologies that improve many research fields significantly. The area of wireless multimedia communications has developed immensely, generating a large number of concepts, ideas, technical specifications, mobile standards, patents, and articles. Identifying the basic ideas and their complex interconnections becomes increasingly important. The book is divided into three major parts, with each part containing four or five chapters: Advanced 5G communication Machine learning-based communication and network automation Artificial Intelligence towards 6G The first part discusses three main scenarios and standard specification of 5G use cases (eMBB, URLLC, mMTC), vehicular systems beyond 5G, and efficient edge architecture on NFV infrastructure. In the second part, different AI/ML-based methodologies and open research challenges are presented in introducing 5G-AIoT artificial intelligence of things, scheduling in 5G/6G communication systems, application of DL techniques to modulation, detection, and channel coding as well as 5G Open Source tools for experimentations and testing. The third part paved the way to deployment scenarios for different innovative services including technologies and applications of 5G/6G intelligent connectivity, AI-assisted eXtended Reality, integrated 5G-IoT architecture in next-generation Smart Grid, privacy requirements in a hyper-connected world, and evaluation of representative 6G use cases and technology trends. The book is written by field experts from Europe and Mauritius who introduce a blend of scuentific and engineering concepts covering this emerging wireless communication era. It is a very good reference book for telecom professionals, engineers, and practitioner in various 5G vertical domains and, finally, a basis for student courses in 5G/6G wireless systems.

6G Mobile Wireless Networks

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

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 : 43,9 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.

From 5G to 6G

Abdulrahman Yarali
From 5G to 6G Book PDF

Author : Abdulrahman Yarali
Publisher : John Wiley & Sons
Page : 227 pages
File Size : 48,7 Mb
Release : 2023-06-30
Category : Technology & Engineering
ISBN : 9781119883104

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From 5G to 6G by Abdulrahman Yarali Pdf

From 5G to 6G Understand the transition to the sixth generation of wireless with this bold introduction The transition from the fifth generation of wireless communication (5G) to the coming sixth generation (6G) promises to be one of the most significant phases in the history of telecommunications. The technological, social, and logistical challenges promise to be significant, and meeting these challenges will determine the future of wireless communication. Experts and professionals across dozens of fields and industries are beginning to reckon seriously with these challenges as the 6G revolution approaches. From 5G to 6G provides an overview of this transition, offering a snapshot of a moment in which 5G is establishing itself and 6G draws ever nearer. It focuses on recent advances in wireless technology that brings 6G closer to reality, as well as the near-term challenges that still have to be met for this transition to succeed. The result is an essential book for anyone wishing to understand the future of wireless telecommunications in an increasingly connected world. From 5G to 6G readers will also find: 6G applications to both AI and Machine Learning, technologies which loom ever larger in wireless communication Discussion of subjects including smart healthcare, cybersecurity, extended reality, and more Treatment of the ongoing infrastructural and technological requirements for 6G From 5G to 6G is essential for researchers and academics in wireless communication and computer science, as well as for undergraduates in related subjects and professionals in wireless-adjacent fields.

Machine Intelligence for Research and Innovations

Om Prakash Verma,Lipo Wang,Rajesh Kumar,Anupam Yadav
Machine Intelligence for Research and Innovations Book PDF

Author : Om Prakash Verma,Lipo Wang,Rajesh Kumar,Anupam Yadav
Publisher : Springer Nature
Page : 345 pages
File Size : 44,9 Mb
Release : 2024-02-13
Category : Technology & Engineering
ISBN : 9789819981359

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Machine Intelligence for Research and Innovations by Om Prakash Verma,Lipo Wang,Rajesh Kumar,Anupam Yadav Pdf

The book is a collection of high-quality peer-reviewed research papers presented in the First International Conference on Machine Intelligence for Research and Innovations (MAiTRI 2023 Summit), held at Dr B R Ambedkar National Institute of Technology Jalandhar, Punjab, India during 1 – 3 September 2023. This book focuses on recent advancement in the theory and realization of machine intelligence (MI) and their tools and growing applications such as machine learning, deep learning, quantum machine learning, real-time computer vision, pattern recognition, natural language processing, statistical modelling, autonomous vehicles, human interfaces, computational intelligence, and robotics.

6G: The Next Horizon

Wen Tong,Peiying Zhu
6G The Next Horizon Book PDF

Author : Wen Tong,Peiying Zhu
Publisher : Cambridge University Press
Page : 400 pages
File Size : 49,8 Mb
Release : 2021-05-06
Category : Technology & Engineering
ISBN : 1108839320

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6G: The Next Horizon by Wen Tong,Peiying Zhu Pdf

The first book on 6G wireless presents an overall vision for 6G - an era of intelligence-of-everything - with drivers, key capabilities, use cases, KPIs, and the technology innovations that will shape it. These innovations include immersive human-centric communication, sensing, localization, and imaging, connected machine learning and networked AI, Industry 4.0 and beyond with connected intelligence, smart cities and life, and the satellite mega-constellation for 3D full-Earth wireless coverage. Also covered are new air-interface and networking technologies, integrated sensing and communications, and integrated terrestrial and non-terrestrial networks. In addition, novel network architectures to enable network AI, user centric networks, native trustworthiness are discussed. Essential reading for researchers in academia and industry working on B5G wireless communications.

Mobile Communication Networks: 5G and a Vision of 6G

Mladen Božanić,Saurabh Sinha
Mobile Communication Networks 5G and a Vision of 6G Book PDF

Author : Mladen Božanić,Saurabh Sinha
Publisher : Springer Nature
Page : 335 pages
File Size : 41,8 Mb
Release : 2021-02-15
Category : Technology & Engineering
ISBN : 9783030692735

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Mobile Communication Networks: 5G and a Vision of 6G by Mladen Božanić,Saurabh Sinha Pdf

This book contributes to the body of scholarly knowledge by exploring the main ideas of wireless networks of past, present, and future, trends in the field of networking, the capabilities of 5G and technologies that are potential enablers of 6G, potential 6G applications and requirements, as well as unique challenges and opportunities that 6G research is going to offer over the next decade. It covers research topics such as communication via millimeter-waves, terahertz waves and visible light to enable faster speeds, as well as research into achieving other basic requirements of 6G networks. These include low end-to-end latency, high energy efficiency, coverage that is ubiquitous and always-on, integration of terrestrial wireless with non-terrestrial networks, network management that is made more effective by connected intelligence with machine learning capabilities, as well as support for the evolution of old service classes and support for new ones.

The Changing World of Mobile Communications

Petri Ahokangas,Annabeth Aagaard
The Changing World of Mobile Communications Book PDF

Author : Petri Ahokangas,Annabeth Aagaard
Publisher : Springer Nature
Page : 350 pages
File Size : 48,5 Mb
Release : 2023-11-18
Category : Business & Economics
ISBN : 9783031331916

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The Changing World of Mobile Communications by Petri Ahokangas,Annabeth Aagaard Pdf

This open access book from the world’s first 6G Flagship research program at the University of Oulu, Finland, provides a multi-disciplinary and insightful overview of the subject, with contributions from experts in the field. Today’s fourth generation of mobile connectivity services (4G) are available everywhere, and adoption of fifth generation (5G) networks is well underway. Compared to 4G, 5G has already brought about new business opportunities and enabled seamless virtual and augmented reality services, but also raised serious concerns on data privacy and security and the use of artificial intelligence. The sixth generation (6G) networks are already in R&D phase aiming at deployment in 2030. We need to understand today what 5G evolution and 6G may bring for the future of service delivery and how they will influence us. The contributions answer what 5G, its evolution, and 6G will be about; what kind of impacts 5G and 6G will have on future digital services, businesses, and society; how we could benefit from 5G and 6G innovations; and how 5G and 6G should be regulated in the future. Future 5G evolution and 6G are not only about moving toward faster, better, and more secure networks providing the basis for innovative digital services, they are also going to bring about a huge digital disruption that will affect all levels of society. This book will be of great interest to academics and students of management, telecommunications and digital innovation, as well practitioners and policymakers looking to the future of business.

Moving Broadband Mobile Communications Forward

Abdelfatteh Haidine
Moving Broadband Mobile Communications Forward Book PDF

Author : Abdelfatteh Haidine
Publisher : BoD – Books on Demand
Page : 148 pages
File Size : 47,5 Mb
Release : 2021-08-18
Category : Technology & Engineering
ISBN : 9781839623431

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Moving Broadband Mobile Communications Forward by Abdelfatteh Haidine Pdf

The deployment of 4G/LTE (Long-Term Evolution) mobile networks has solved the major challenge of high capacities to build a real broadband mobile internet. This was possible mainly through a very strong physical layer and flexible network architecture. However, bandwidth-hungry services such as virtual reality (VR) and augmented reality (AR), have been developed in an unprecedented way. Furthermore, mobile networks are facing other new services with extreme demand for greater reliability and almost zero-latency performance, like vehicle communications and the Internet of Vehicles (IoV). Therefore, industries and researchers are investigating new physical layers and softwarization techniques and including more intelligence in 5G and beyond 5G (B5G/6G). This book discusses some of these softwarization techniques, such as fog computing, cloud computing, and artificial intelligence (AI) and machine learning (ML). It also presents use cases showing practical aspects from 5G deployment scenarios, where other communications technologies will co-habit to build the landscape of next-generation mobile networks (NGMNs).

6G: The Road to the Future Wireless Technologies 2030

Paulo Sergio Rufino Henrique,Ramjee Prasad
6G The Road to the Future Wireless Technologies 2030 Book PDF

Author : Paulo Sergio Rufino Henrique,Ramjee Prasad
Publisher : CRC Press
Page : 109 pages
File Size : 42,9 Mb
Release : 2022-09-01
Category : Science
ISBN : 9781000796735

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6G: The Road to the Future Wireless Technologies 2030 by Paulo Sergio Rufino Henrique,Ramjee Prasad Pdf

Since the launch of Second-Generation Networks (2G), planning for each future mobile service was initiated many years before its commercial launch. In 2019, 5G Networks begun to be deployed commercially after almost ten years of planning. Similarly, the race for the 6G wireless networks that will be operational in 2030 has already started. To fulfill its potential in the upcoming decade, 6G will undoubtedly require an architectural orchestration based on the amalgamation of existing solutions and innovative technologies. The book will begin by evaluating the state of the art of all current mobile generations' while looking into their core building blocks. 6G implementation will require fundamental support from Artificial Intelligence (AI) and Machine Learning on the network's edge and core, including a new Radio Frequency (RF) spectrum. The 6G use cases will require advanced techniques for enabling the future wireless network to be human-centric, ensuring enhanced quality of experience (QoE) for most of its applications. The concept of Human Bond Communication Beyond 2050 (Knowledge Home) and Communication, Navigation, Sensing, and Services (CONASENSE) will also profit from future wireless communication. Terahertz domains will exploit the ultra-Massive Multiple Input Multiple Output Antennas (UM-MIMO) technologies to support Terabits' data throughputs.Moreover, optical wireless communications (OWC) will also come into play to support indoor and outdoor high-data rates. Further expansion of 6G core entities will support the novel concept of Society 5.0. Quantum computing processing and communications is also likely to be added into the 6G ecosystem with security managed by blockchain orchestration for a robust network.

Enabling 6G Mobile Networks

Jonathan Rodriguez,Christos Verikoukis,John S. Vardakas,Nikos Passas
Enabling 6G Mobile Networks Book PDF

Author : Jonathan Rodriguez,Christos Verikoukis,John S. Vardakas,Nikos Passas
Publisher : Springer Nature
Page : 594 pages
File Size : 53,5 Mb
Release : 2021-11-05
Category : Technology & Engineering
ISBN : 9783030746483

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Enabling 6G Mobile Networks by Jonathan Rodriguez,Christos Verikoukis,John S. Vardakas,Nikos Passas Pdf

This book tackles the 6G odyssey, providing a concerted technology roadmap towards the 6G vision focused on the interoperability between the wireless and optical domain, including the benefits that are introduced through virtualization and software defined radio. The authors aim to be at the forefront of beyond 5G technologies by reflecting the integrated works of several major European collaborative projects (H2020-ETN-SECRET, 5GSTEPFWD, and SPOTLIGHT). The book is structured so as to provide insights towards the 6G horizon, reporting on the most recent developments on the international 6G research effort. The authors address a variety of telecom stakeholders, which includes practicing engineers on the field developing commercial solutions for 5G and beyond products; postgraduate researchers that require a basis on which to build their research by highlighting the current challenges on radio, optical and cloud-based networking for ultra-dense networks, including novel approaches; and project managers that could use the principles and applications for shaping new research proposals on this highly dynamic field.

Harnessing the Potential of AI for Modeling 6g Networks

Moses John Strydom
Harnessing the Potential of AI for Modeling 6g Networks Book PDF

Author : Moses John Strydom
Publisher : Engineering Science Reference
Page : 300 pages
File Size : 40,7 Mb
Release : 2020-12-18
Category : Electronic
ISBN : 1799849694

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Harnessing the Potential of AI for Modeling 6g Networks by Moses John Strydom Pdf

Our future society will be increasingly digitized, hyper-connected, and globally data driven. Mobile communication technologies are expected to progress far beyond anything seen so far in wireless-enabled applications, making everyday lives smoother and safer and dramatically improving the efficiency of businesses. As fifth generation (5G) research is maturing towards a global standard, the research community must focus on the development of beyond-5G solutions and the 2030 era, that is, 6G and beyond. It is not clear yet what 6G will entail, and what new technologies will emerge, but it is clear the way in which data is collected, processed, transmitted, and consumed within the wireless network will be a key driver for 6G. These next-generation wireless networks must support ultra-reliable, low-latency communication, and intelligently manage a massive number of internet of things, or even the internet of everything devices in real time, within a highly dynamic environment. Enabling the vision of 6G requires addressing myriad theoretical and practical challenges. Harnessing the Potential of AI for Modeling 6G Networks investigates artificial intelligence-enabled sixth generation (6G) wireless networks. This cutting-edge book covers all areas related to 6G research including a heavy focus on the related emerging technologies. While highlighting topics such as wireless connectivity, device and circuit technologies, and the services and applications of 6G, this book is ideally intended for participants from both industry and academia working in all the domains of big data, artificial intelligence, robotics, and engineering, along with practitioners, stakeholders, researchers, academicians, and students interested in the potential of artificial intelligence and wireless networks across myriad different sectors.

Intelligent Connectivity

Abdulrahman Yarali
Intelligent Connectivity Book PDF

Author : Abdulrahman Yarali
Publisher : John Wiley & Sons
Page : 356 pages
File Size : 45,5 Mb
Release : 2021-11-01
Category : Computers
ISBN : 9781119685180

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Intelligent Connectivity by Abdulrahman Yarali Pdf

INTELLIGENT CONNECTIVITY AI, IOT, AND 5G Explore the economics and technology of AI, IOT, and 5G integration Intelligent Connectivity: AI, IoT, and 5G delivers a comprehensive technological and economic analysis of intelligent connectivity and the integration of artificial intelligence, Internet of Things (IoT), and 5G. It covers a broad range of topics, including Machine-to-Machine (M2M) architectures, edge computing, cybersecurity, privacy, risk management, IoT architectures, and more. The book offers readers robust statistical data in the form of tables, schematic diagrams, and figures that provide a clear understanding of the topic, along with real-world examples of applications and services of intelligent connectivity in different sectors of the economy. Intelligent Connectivity describes key aspects of the digital transformation coming with the 4th industrial revolution that will touch on industries as disparate as transportation, education, healthcare, logistics, entertainment, security, and manufacturing. Readers will also get access to: A thorough introduction to technology adoption and emerging trends in technology, including business trends and disruptive new applications Comprehensive explorations of telecommunications transformation and intelligent connectivity, including learning algorithms, machine learning, and deep learning Practical discussions of the Internet of Things, including its potential for disruption and future trends for technological development In-depth examinations of 5G wireless technology, including discussions of the first five generations of wireless tech Ideal for telecom and information technology managers, directors, and engineers, Intelligent Connectivity: AI, IoT, and 5G is also an indispensable resource for senior undergraduate and graduate students in telecom and computer science programs.

6G, the Next Horizon

Wen Tong,Peiying Zhu
6G the Next Horizon Book PDF

Author : Wen Tong,Peiying Zhu
Publisher : Unknown
Page : 462 pages
File Size : 49,7 Mb
Release : 2021
Category : Wireless communication systems
ISBN : 1108989810

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6G, the Next Horizon by Wen Tong,Peiying Zhu Pdf

The first book on 6G wireless presents an overall vision for 6G - an era of intelligence-of-everything - with drivers, key capabilities, use cases, KPIs, and the technology innovations that will shape it. These innovations include immersive human-centric communication, sensing, localization, and imaging, connected machine learning and networked AI, Industry 4.0 and beyond with connected intelligence, smart cities and life, and the satellite mega-constellation for 3D full-Earth wireless coverage. Also covered are new air-interface and networking technologies, integrated sensing and communications, and integrated terrestrial and non-terrestrial networks. In addition, novel network architectures to enable network AI, user centric networks, native trustworthiness are discussed. Essential reading for researchers in academia and industry working on B5G wireless communications.

AI in Wireless for Beyond 5G Networks

Sukhdeep Singh,Yulei Wu,Mohan Rao GNS,Kaustubh Joshi,Payam Barnaghi,Madhan Raj Kanagarathinam
AI in Wireless for Beyond 5G Networks Book PDF

Author : Sukhdeep Singh,Yulei Wu,Mohan Rao GNS,Kaustubh Joshi,Payam Barnaghi,Madhan Raj Kanagarathinam
Publisher : CRC Press
Page : 211 pages
File Size : 41,5 Mb
Release : 2024-02-02
Category : Computers
ISBN : 9781003825555

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AI in Wireless for Beyond 5G Networks by Sukhdeep Singh,Yulei Wu,Mohan Rao GNS,Kaustubh Joshi,Payam Barnaghi,Madhan Raj Kanagarathinam Pdf

Artificial intelligence (AI) is a game changer in many domains, and wireless communication networks are no exception. With the advent of 5G networks, we have witnessed rapid growth in wireless connectivity, which has led to unprecedented opportunities for innovation and new use cases. However, as we move beyond 5G (B5G), the challenges and opportunities are set to become even more significant, offering new, previously unimaginable services. AI in Wireless for Beyond 5G Networks provides a comprehensive overview of the use of AI in wireless communication for B5G networks. The authors draw on their expertise in the field to explore the latest developments in AI technologies and their applications in B5G wireless communication systems. The book discusses a wide range of topics, including enabling AI technologies, architecture, and applications of AI from smartphones, radio access networks (RANs), edge and core networks, and application service providers. It also discusses the trends in on-device AI for B5G networks. This book is written in an accessible style, making it an ideal resource for academics, researchers, and industry professionals in wireless communication. It provides valuable insights into the latest field trends and developments and practical possibilities for implementing AI technologies in wireless communication systems. Above all, this book is a testament to the power of collaboration and innovation in wireless communication. The authors’ dedication and expertise have produced a valuable resource for anyone interested in the latest AI and wireless communication developments. This book will inspire and inform readers, and we highly recommend it to scholars interested in the future of AI in wireless communication.

6G Key Technologies

Wei Jiang,Fa-Long Luo
6G Key Technologies Book PDF

Author : Wei Jiang,Fa-Long Luo
Publisher : John Wiley & Sons
Page : 580 pages
File Size : 43,6 Mb
Release : 2022-11-09
Category : Technology & Engineering
ISBN : 9781119847496

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6G Key Technologies by Wei Jiang,Fa-Long Luo Pdf

6G Key Technologies An accessible and integrated roadmap to the technologies enabling 6G development In 6G Key Technologies: A Comprehensive Guide, two internationally well-recognized experts deliver a thoroughly original and comprehensive exploration of the technologies enabling and contributing to the development of 6G. The book presents the vision of 6G by reviewing the evolution of communications technologies toward 6G and examining the factors driving that development, as well as their requirements, use cases, key performance indicators, and more. Readers will discover: Thorough introductions to the standardization and technology evolution toward 6G, as well as the vision behind the development of 6G in terms of architectures, algorithms, protocols, and applications. In-depth explorations of full-spectrum wireless technologies in 6G, including enhanced millimeter wave technologies, terahertz-based communications and networking, visible-light and optical wireless communications. Fulsome discussions of smart radio networks and new air interface technologies for 6G including intelligent reflecting surface, cellular massive MIMO, cell-free massive MIMO, adaptive and non-orthogonal multiple access technologies. Perfect for professional engineers, researchers, manufacturers, network operators, and software developers, 6G Key Technologies: A Comprehensive Guide will also earn a place in the libraries of graduate students studying in wireless communications, artificial intelligence, signal processing, microwave technology, information theory, antenna and propagation, system-on-chip implementation, and computer networks.