About This Book
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. The volume concludes by summarizing the advancements, advantages, and challenges of 6G, offering a comprehensive view of its future impact on global connectivity.
Key Features
Table of Contents (23 Chapters)
- Cybersecurity Challenges in 5G Networks
- Overcoming Challenges in 5G Performance Evaluation and QoE Management
- Demystifying the 5G-Advanced Communication Paradigm
- Unleashing Synergy: AI-Enabled 6G Communication Networks — A Comprehensive Exploration
- Unlocking the Potential of 6G: From Technical Foundations to Practical Applications in Edge AI
- 6G Communication Paradigm: A Comprehensive Exploration of Next-Generation Connectivity
- Logistic Industrial Digital Transformation with 6G
- AI-Driven Innovations in 6G Networks: A Strategic Management Perspective
- Artificial Intelligence (AI) Powers Up 6G Networking and Communication
- Digital Transformation Technologies: An Entrepreneurial Exploration for Seamless Integration
- Energy Efficiency Sustainability Framework for Cloud and Quantum Data Centres in the Era of 6G
- Metaverse: A Detailed Review
- Quantum Paradigm in 6G — Revolutionizing Networks
- Synergising 6G Technologies, AI, and Green Innovations: A Path Towards Sustainable Connectivity
- 2D CNN-Based Efficient Model for Brain Tumor Detection Using 5G Edge Cloud
- AI-Based Federated Learning for 6G Networks
- 6G-Inspired Metaverse Applications
- 6G Communication for Next-Generation Metaverse Systems
- A Federated Approach for Patient Data Monitoring Using AI and DCRS Technique
- Enhancing Data Services with AI-Powered Telemedicine, Metaverse, and Remote Collaboration Over 6G
- Towards 6G Technologies: Insight into Architecture, Communications, AI Applications and Use Cases
- 6G Industrial Use Cases
- 6G Networks: Advancements, Advantages, and Challenges