Driving 5G Mobile Communications with Artificial Intelligence towards 6G
| Author | : Dragorad A. Milovanovic |
| Publisher | : CRC Press |
| Total Pages | : 503 |
| Release | : 2023-04-06 |
| ISBN-10 | : 9781000851496 |
| ISBN-13 | : 1000851494 |
| Rating | : 4/5 (96 Downloads) |
Book excerpt: - provides some fundamental concepts related to 5G networks and the 5G NR signal processing. A review of AI and state of the art machine learning techniques is also given. - deals with the 5G/6G and AI enabled applications such as AR/VR, autonomous vehicles, mobile multimedia services, context aware communications, Industrial IoT and security. -elaborates on how AI techniques can enhance network and traffic management in 5G/6G networks. These include AI based mobility management, routing, scheduling, network performance optimization and even energy efficiency. -discusses the application of AI to 5G/6G NR signal processing and also the air interface. AI and deep learning techniques for channel coding, automatic modulation detection, channel estimation and equalization as well as spectrum management are presented with a view to highlight the benefits of using AI as compared to traditional techniques.
