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The Convergence of Artificial Intelligence (AI) and 6G Communication Networks: The Needs and Implications: Advances in Computers, cartea 139

Pethuru Raj, Vijayan Asari, Usha Sakthivel, N Susila, Muthu Ramachandran
en Limba Engleză Hardback – mai 2025
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.

  • Contains novel subject matter that is relevant to computer science
  • Includes the expertise of contributing authors
  • Presents an easy to comprehend writing style
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Specificații

ISBN-13: 9780443189234
ISBN-10: 0443189234
Pagini: 310
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Advances in Computers


Cuprins

1. Cyber security Challenges in 5G Networks
2. Overcoming challenges in 5G performance evaluation and QoE management
3. Demystifying the 5G-Advanced Communication Paradigm
4. Unleashing Synergy: AI Enabled 6G Communication Networks; A Comprehensive Exploration of Necessities and Implications
5. Unlocking the Potential of 6G: From Technical Foundations to Practical Applications in Edge AI
6. 6G Communication Paradigm: A Comprehensive Exploration of The Next Generation Connectivity
7. Logistic Industrial Digital Transformation with 6G - A study on the technological innovations, process, impact, and future challenges
8. AI-Driven Innovations in 6G Networks: A Strategic Management Perspective
9. Artificial Intelligence (AI) powers up 6G Networking and Communication
10. Digital Transformation Technologies: An Entrepreneurial Exploration for Seamless Integration
11. Energy Efficiency Sustainability Framework for Cloud and Quantum Data Centres in the Era of 6G
12. Metaverse: A Detailed Review
13. Quantum Paradigm In 6G Revolutionizing Network
14. Synergising 6G Technologies, Artificial Intelligence, and Green Innovations: A Path Towards Sustainable and Intelligent Connectivity
15. 2D Convolution Neural Network based Efficient Model for Brain Tumor Detection using 5G Edge Cloud
16. AI Based Federated Learning for 6G Networks
17. 6G-inspired Metaverse Applications
18. 6G Communication for Next-Generation Metaverse Systems
19. A Federated Approach for Patient data monitoring using Artificial Intelligence and DCRS Technique
20. Enhancing Data Services with AI-Powered Telemedicine, Metaverse, and Remote Collaboration Over 6G Networks
21. Towards 6G Technologies: Insight into Architecture, Communications, AI applications and use cases
22. 6G industrial use cases
23. 6G Networks: Advancements, Advantages and Challenges