AI-Enabled 6G Networks and Applications

2022-12-02 Technology & Engineering

Author : Deepak Gupta
Release : 2022-12-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 712/5 ( reviews)

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Book Synopsis AI-Enabled 6G Networks and Applications by : Deepak Gupta

Download or read book AI-Enabled 6G Networks and Applications written by Deepak Gupta. This book was released on 2022-12-02. Available in PDF, EPUB and Kindle. Book excerpt: 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

2021-09-26

Author : Richard Bell
Release : 2021-09-26
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Towards Artificial Intelligence Enabled 6G by : Richard Bell

Download or read book Towards Artificial Intelligence Enabled 6G written by Richard Bell. This book was released on 2021-09-26. Available in PDF, EPUB and Kindle. Book excerpt: 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

2020-12-18

Author : Moses John Strydom
Release : 2020-12-18
Genre :
Kind : eBook
Book Rating : 698/5 ( reviews)

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Book Synopsis Harnessing the Potential of AI for Modeling 6g Networks by : Moses John Strydom

Download or read book Harnessing the Potential of AI for Modeling 6g Networks written by Moses John Strydom. This book was released on 2020-12-18. Available in PDF, EPUB and Kindle. Book excerpt: 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

2021-05-06 Technology & Engineering

Author : Wen Tong
Release : 2021-05-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 327/5 ( reviews)

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Book Synopsis 6G: The Next Horizon by : Wen Tong

Download or read book 6G: The Next Horizon written by Wen Tong. This book was released on 2021-05-06. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Towards Artificial Intelligence Enabled 6G

2021-06-18

Author : David Gerald
Release : 2021-06-18
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Towards Artificial Intelligence Enabled 6G by : David Gerald

Download or read book Towards Artificial Intelligence Enabled 6G written by David Gerald. This book was released on 2021-06-18. Available in PDF, EPUB and Kindle. Book excerpt: Contents Antenna in 6G Wireless Communication System Security and privacy in 6G networks Towards artificial intelligence enabled 6G Keywords: 6g 6g book 6g flip phone 6g internet booster 6g technology 6g core networks 6g nr book 6g nr the next generation wireless access technology 6g physical layer 6g networks 6g new radio in bullets 6g new radio 6g access point 6g ace case 6g mobile hotspot 6g network adapter 6g network card 6g network extender 6g nr the next generation wireless access technology 6g protection shield

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AI-Enabled 6G Networks and Applications

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