Klappentext

This book provides essential resources for industry, academia, and research professionals for understanding the potential evolving roadmap of Beyond 5G (B5G) and 6G technologies and their diverse applications. It covers a broad spectrum of advancements for the future of mobile systems.

Inhalt

Part I: Technologies

1. Opportunities and Limitations of Dialogue-based Foreign Language Learning AI Applications

2. A Graph Convolutional Network for Channel and Power Allocation in Device-to-device Communication

3. A Two-stage Beam Selection Method using Machine Learning and a Peak Finding Algorithm

4. A Smart Trouble Ticket Management Approach for Mobile Networks Using Unsupervised Learning

5. A Q-learning Algorithm-based Frequency Resource Allocation for User Links in High Throughput Satellite Communication

6. K-medoids and BIRCH Clustering Methods for Analyzing 6G High MmWave Bands

7. Network Traffic Data Prediction using Deep Learning

8. Area Sweep Coverage: A Trade-off between Tour Length and Memory Requirements

9. Hardware Implementation of a Direction of Arrival Estimation Algorithm using LU Decomposition

10. Centralized Radio Access Network (C-RAN) Architecture for 5G using Front haul (FH) and Backhaul (BH) Networks

11. A Dynamic Radio Resource Allocation Scheme for the B5G Mobile Systems Evaluated on the B5G/IoT Testbed with High Reliability and High Elasticity

Part II: Applications

12. Quantum Machine Learning - The Need of Time

13. Unlocking Inner Potential: Tactile Internet's Impact on Healing and Self-actualization

14. Efficient Communication,for Real-time Systems