Artificial Intelligence For 6g
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Artificial Intelligence For 6g
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Author : Haesik Kim
language : en
Publisher: Springer Nature
Release Date : 2022-03-29
Artificial Intelligence For 6g written by Haesik Kim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-29 with Technology & Engineering categories.
This textbook introduces Artificial Intelligence (AI) techniques for wireless communications and networks, helping readers to find solutions for communications and network problems using AI. Artificial Intelligence for 6G introduces, in a step-by-step manner, AI techniques such as: unsupervised learning; supervised learning; reinforcement learning; and deep learning. It explains how these techniques can be used for wireless communications and network systems, particularly in designing and optimizing 6G networks. This book is at the forefront of 6G research, and will be of interest internationally, to graduate students, academics, engineers, and developers who are focused on future development of network systems and mobile communications.
Harnessing The Potential Of Ai For Modeling 6g Networks
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Author :
language : en
Publisher:
Release Date : 2020
Harnessing The Potential Of Ai For Modeling 6g Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Ai Enabled 6g Networks And Applications
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Author : Deepak Gupta
language : en
Publisher: John Wiley & Sons
Release Date : 2022-12-12
Ai Enabled 6g Networks And Applications written by Deepak Gupta and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-12 with Technology & Engineering categories.
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.
Secure Artificial Intelligence For 6g Networks
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Author : S. Sountharrajan
language : en
Publisher: Wiley-Scrivener
Release Date : 2026-03-16
Secure Artificial Intelligence For 6g Networks written by S. Sountharrajan and has been published by Wiley-Scrivener this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-03-16 with Computers categories.
From 5g To 6g
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Author : Abdulrahman Yarali
language : en
Publisher: John Wiley & Sons
Release Date : 2023-07-19
From 5g To 6g written by Abdulrahman Yarali and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-19 with Technology & Engineering categories.
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.
Artificial Intelligence In The 6g Ecosystem
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Author : Haesik Kim
language : en
Publisher: Springer Nature
Release Date : 2026-01-10
Artificial Intelligence In The 6g Ecosystem written by Haesik Kim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-10 with Technology & Engineering categories.
This textbook provides knowledge of artificial intelligence (AI), wireless communications, and cellular networks. It covers AI techniques such as unsupervised learning, supervised learning, reinforcement learning, deep learning, and 6G technologies like massive MIMO, open RAN, and more. Readers of the book will gain insights into the relationships and synergies between these AI techniques and 6G ecosystems. Additionally, they will develop an understanding of how AI techniques can be instrumental in designing and optimizing 6G systems, and how 6G systems, in turn, can contribute to the creation of new AI applications and use cases. The textbook will be of interest to students studying artificial intelligence, wireless communications, mobile networks, and electrical engineering, as well as professionals in the field.
6g Networks And Ai Driven Cybersecurity
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Author : Shaikh, Riaz Ahmed
language : en
Publisher: IGI Global
Release Date : 2025-07-23
6g Networks And Ai Driven Cybersecurity written by Shaikh, Riaz Ahmed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-23 with Computers categories.
The most recent developments in 6G networks combined with artificial intelligence (AI) might be utilized to improve cybersecurity. While AI provides solutions to various problems in cybersecurity, it also introduces challenges in data privacy. It is important to explore the development of AI-driven security solutions to keep up-to-date and stimulate further innovation in the field of cybersecurity. Future trends and innovations should be examined as 6G networks continue to develop. 6G Networks and AI-Driven Cybersecurity provides insights into the convergence of 6G, AI, and cybersecurity. It bridges the gap between theoretical research and practical applications, promoting collaboration between academia and industry through connecting theoretical research with practical applications. Covering topics such as threat response, decision making, and machine-to-machine communication, this book is an excellent resource for cybersecurity practitioners, computer scientists, industry professionals, policymakers, professionals, researchers, academicians, and more.
Role Of 6g Wireless Networks In Ai And Blockchain Based Applications
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Author : Borah, Malaya Dutta
language : en
Publisher: IGI Global
Release Date : 2023-03-13
Role Of 6g Wireless Networks In Ai And Blockchain Based Applications written by Borah, Malaya Dutta and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-13 with Technology & Engineering categories.
Artificial intelligence (AI), the internet of things (IoT), and blockchain provide services to 6G in the form of radio resource management, mobility management, energy management, and network management. Moreover, 6G strengthens AI and blockchain-based applications. Further study on the benefits and potential opportunities of 6G for AI and blockchain is required to utilize the technology successfully. Role of 6G Wireless Networks in AI and Blockchain-Based Applications considers the role of the 6G wireless network deployed on AI and blockchain technology-based applications in fields such as the healthcare industry, agriculture, e-business, and transportation. The book specifically focuses on remote healthcare monitoring, online shopping preference, V2V communication, UAV, holographic application, and augmented and virtual reality as advanced services of 6G networks. Covering topics such as machine learning, smart cities, and virtual reality, this reference work is ideal for computer scientists, policymakers, researchers, scholars, academicians, practitioners, instructors, and students.
The Convergence Of Artificial Intelligence Ai And 6g Communication Networks The Needs And Implications
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Author :
language : en
Publisher: Academic Press
Release Date : 2025-05-01
The Convergence Of Artificial Intelligence Ai And 6g Communication Networks The Needs And Implications written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Computers categories.
Advances in Computers, Volume 139 focuses on the convergence of Artificial Intelligence (AI) and 6G communication networks, addressing key advancements and implications across various fields. It explores cybersecurity challenges in 5G networks, solutions for 5G performance evaluation, and the transition to 5G-Advanced. The role of AI in enhancing 6G network performance, resource allocation, and management is discussed alongside the technical foundations of 6G and its ability to power edge AI applications. The volume highlights how 6G will transform industries like logistics through automation and AI-driven decision-making, while also covering strategic management perspectives on AI-driven innovations. Sustainability is a key theme, with discussions on energy-efficient cloud and quantum data centers, as well as the integration of green innovations into AI-6G synergy. The metaverse and its reliance on 5G and 6G for immersive experiences are reviewed, alongside the revolutionary potential of quantum computing in 6G networks. The practical applications of AI, such as a CNN-based model for brain tumor detection using 5G edge cloud, and federated learning for 6G, demonstrate the technology's impact on healthcare and data privacy. Additionally, the volume delves into 6G’s role in enabling next-generation metaverse systems and AI-powered telemedicine, while providing insights into the architecture, communication systems, and industrial use cases of 6G. It concludes by summarizing the advancements, advantages, and challenges of 6G, offering a comprehensive view of its future impact on global connectivity.
Driving 5g Mobile Communications With Artificial Intelligence Towards 6g
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Author : Dragorad A. Milovanovic
language : en
Publisher: CRC Press
Release Date : 2023-04-06
Driving 5g Mobile Communications With Artificial Intelligence Towards 6g written by Dragorad A. Milovanovic and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-06 with Technology & Engineering categories.
Driving 5G Mobile Communications with Artificial Intelligence towards 6G presents current work and directions of continuous 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 scientific 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.