AI-Powered 5G Networks: A Roadmap for The Future of Wireless Communications | ||
| Nile Journal of Communication and Computer Science | ||
| Volume 7, Issue 1, June 2024, Pages 1-14 PDF (617.96 K) | ||
| Document Type: Original Article | ||
| DOI: 10.21608/njccs.2024.360125 | ||
| Authors | ||
| Hegazi Ibrahim; Nesma Abd El-Mawla* | ||
| Communication and Electronics Department, Nile Higher Institute for Engineering and Technology, Mansoura, Egypt | ||
| Abstract | ||
| Artificial intelligence (AI) is a rapidly evolving technology that has the potential to revolutionize 5G networks. AI could be employed to improve the performance, security, and user experience of 5G networks in a variety of ways. For example, AI could be employed to improve network performance, security, and personalize the user experience. However, there are several challenges that need to be addressed to successfully implement AI in 5G networks. Some of the most significant challenges include Data privacy and security, complexity, latency, cost, skills shortage. Despite these challenges, the potential benefits of AI in 5G networks are significant. AI could be employed to improve the performance, security, and user experience of 5G networks, and it is likely that AI will play an increasingly significant role in the development and deployment of 5G networks in the future. This study spots the lights on the benefits of implementing AI Techniques in 5G Networks. It discusses different AI Techniques that can be merged in 5G networks, applications, key requirements for implementing AI in 5G networks, available Simulation Tools to help researchers in this field. This will assist researchers in choosing the optimal tool for their work while incorporating additional features. Finally, this study discussed in details challenges and future research directions for implementing AI techniques in 5G networks. | ||
| Keywords | ||
| AI; 5G; Wireless; Networks; IoT; Optimization; Security | ||
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