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AI-Enabled 6G Networks and Applications

Author: Deepak Gupta

Publisher: John Wiley & Sons

Published: 2023-03-06

Total Pages: 180

ISBN-13: 111981264X

AI-ENABLED 6G NETWORKS AND APPLICATIONS Provides authoritative guidance on utilizing AI techniques in 6G network design and optimization Written and edited by active researchers, this book covers hypotheses and practical considerations and provides insights into the design of evolutionary AI algorithms for 6G networks, with focus on network transparency, interpretability and simulatability for vehicular networks, space systems, surveillance systems and their usages in different emerging engineering fields. AI-Enabled 6G Networks and Applications includes a review of AI techniques for 6G Networks and will focus on deployment of AI techniques to efficiently and effectively optimize the network performance, including AI-empowered mobile edge computing, intelligent mobility and handover management, and smart spectrum management. This book includes the design of a set of evolutionary AI hybrid algorithms with communication protocols, showing how to use them in practice to solve problems relating to vehicular networks, aerial networks, and communication networks. Reviews various types of AI techniques such as AI-empowered mobile edge computing, intelligent handover management, and smart spectrum management Describes how AI techniques manage computation efficiency, algorithm robustness, hardware development, and energy management Identifies and provides solutions to problems in current 4G/5G networks and emergent 6G architectures Discusses privacy and security issues in IoT-enabled 6G Networks Examines the use of machine learning to achieve closed-loop optimization and intelligent wireless communication AI-Enabled 6G Networks and Applications is an essential reference guide to advanced hybrid computational intelligence methods for 6G supportive networks and protocols, suitable for graduate students and researchers in network forensics and optimization, computer science, and engineering.

Towards Artificial Intelligence Enabled 6G

Author: Richard Bell

Publisher:

Published: 2021-09-26

Total Pages: 112

ISBN-13:

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With the rapid progress of 3GPP 5G phase 2 standardization and forthcoming commercial deployment of 5G system [1], many re- searchers [2],[3],[4],[5] from academia and industry have started envisioning what 6G will be. Giordani et al.[2] illustrated potential 6G use cases and potential enabling technologies. Zhao et al.[3] surveyed potential 6G technologies emphasizing artificial intelligence (AI), intelligent surfaces, and Terahertz communications. Huang et al.[4] presented a survey of potential technologies that are helpful to realizing sustainable 6G networks. Wikstrom et al.[5]described a set of potential challenges and possible technical components of the future 6G system. 6G is expected to support numerous novel Internet of Everything (IoE) applications such as extended reality (XR), holographic communica- tions, smart environments, and brain-computer interactions. To fulfill the challenging and diverse demands in terms of performance, security and cost, emerging technologies such as ultra-massive Multiple-input multiple-output (MIMO) [6], holographic beamforming, large intelligent surfaces (LIS)[7], Terahertz (THz) communications [8], visible-light communications (VLC), and new network paradigm such as intelligent radio, AI native architecture, space-aerial-terrestrial-ocean integrated 3D networks are under extensive studies. The large dimen- sion, super heterogeneous, extremely complex 6G networks should be flexible enough to provide customized services in dynamic environ- ments. However, it is very challenging to manage the complex system efficiently by conventional manual centric approaches. Planning and optimizing the space-air-ground integrated networks with different types of radio access technologies are facing many unprecedented challenges [9]. The growing diversity of network services and the complexity of network systems make conventional network managing and optimizing approaches relying on mathematical models no longer adequate[10]. All the above-mentioned issues call for new approaches to achieve a 6G system that is flexible, adaptive, and intelligent to support diverse services efficiently without heavily relying on conven- tional management and optimization paradigms.

Harnessing the Potential of AI for Modeling 6g Networks

Author: Moses John Strydom

Publisher: Engineering Science Reference

Published: 2020-12-18

Total Pages: 300

ISBN-13: 9781799849698

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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.

6G: The Next Horizon

Author: Wen Tong

Publisher: Cambridge University Press

Published: 2021-05-06

Total Pages: 400

ISBN-13: 9781108839327

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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.

Enabling 6G Mobile Networks

Author: Jonathan Rodriguez

Publisher: Springer Nature

Published: 2021-11-05

Total Pages: 594

ISBN-13: 3030746488

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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.

Security and Privacy Vision in 6G

Author: Pawani Porambage

Publisher: John Wiley & Sons

Published: 2023-08-08

Total Pages: 389

ISBN-13: 1119875404

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SECURITY AND PRIVACY VISION IN 6G Prepare for the future of mobile communication with this comprehensive study 6G is the next frontier in mobile communication, with development of 6G standards slated to begin as early as 2026. As telecommunications networks become faster and more intelligent, security and privacy concerns are critical. In an increasingly connected world, there is an urgent need for user data to be safeguarded and system security enhanced against a new generation of threats. Security and Privacy Vision in 6G provides a comprehensive survey of these threats and the emerging techniques for safeguarding against them. It includes mechanisms for prediction, detection, mitigation, and prevention, such that threats to privacy and security can be forestalled at any stage. Fully engaged with proposed 6G architectures, it is an essential resource for mobile communications professionals looking for a head start on the technology of the future. Security and Privacy Vision in 6G readers will also find: Detailed coverage of topics including edge intelligence and cloudification, industrial automation, collaborative robots, and more Treatment balancing the practical and the theoretical An editorial team with decades of international network technology experience in both industry and academia Security and Privacy Vision in 6G is a vital reference for network security professionals and for postgraduate and advanced undergraduate students in mobile communications and network security-related fields.

Driving 5G Mobile Communications with Artificial Intelligence towards 6G

Author: Dragorad A. Milovanovic

Publisher: CRC Press

Published: 2023-04-06

Total Pages: 503

ISBN-13: 1000851494

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- provides some fundamental concepts related to 5G networks and the 5G NR signal processing. A review of AI and state of the art machine learning techniques is also given. - deals with the 5G/6G and AI enabled applications such as AR/VR, autonomous vehicles, mobile multimedia services, context aware communications, Industrial IoT and security. -elaborates on how AI techniques can enhance network and traffic management in 5G/6G networks. These include AI based mobility management, routing, scheduling, network performance optimization and even energy efficiency. -discusses the application of AI to 5G/6G NR signal processing and also the air interface. AI and deep learning techniques for channel coding, automatic modulation detection, channel estimation and equalization as well as spectrum management are presented with a view to highlight the benefits of using AI as compared to traditional techniques.

6G Enabled Fog Computing in IoT

Author: Mohit Kumar

Publisher: Springer Nature

Published: 2023-10-21

Total Pages: 416

ISBN-13: 3031301013

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Over the past few years, the demand for data traffic has experienced explosive growth thanks to the increasing need to stay online. New applications of communications, such as wearable devices, autonomous systems, drones, and the Internet of Things (IoT), continue to emerge and generate even more data traffic with vastly different performance requirements. With the COVID-19 pandemic, the need to stay online has become even more crucial, as most of the fields, would they be industrial, educational, economic, or service-oriented, had to go online as best as they can. As the data traffic is expected to continuously strain the capacity of future communication networks, these networks need to evolve consistently in order to keep up with the growth of data traffic. Thus, more intelligent processing, operation, and optimization will be needed for tomorrow’s communication networks. The Sixth Generation (6G) technology is latest approach for mobile systems or edge devices in terms of reduce traffic congestions, energy consumption blending with IoT devices applications. The 6G network works beyond the 5G (B5G), where we can use various platforms as an application e.g. fog computing enabled IoT networks, Intelligent techniques for SDN network, 6G enabled healthcare industry, energy aware location management. Still this technology must resolve few challenges like security, IoT enabled trust network. This book will focus on the use of AI/ML-based techniques to solve issues related to 6G enabled networks, their layers, as well as their applications. It will be a collection of original contributions regarding state-of-the-art AI/ML-based solutions for signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction 6G enabled software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The proposed edited book emphasis on the 6G network blended with Fog-IoT networks to introduce its applications and future perspectives that helps the researcher to apply this technique in their domain and it may also helpful to resolve the challenges and future opportunities with 6G networks.

6G Mobile Wireless Networks

Author: Yulei Wu

Publisher: Springer Nature

Published: 2021-08-24

Total Pages: 472

ISBN-13: 3030727777

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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.

6G: The Road to the Future Wireless Technologies 2030

Author: Paulo Sergio Rufino Henrique

Publisher: CRC Press

Published: 2022-09-01

Total Pages: 109

ISBN-13: 1000796736

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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.