A Roadmap for AI-Enabled System Design for 5G, 6G, And Beyond Communication: Issues And Challenges

The advancement of communication technologies has led to the development of 5G networks, with 6G and beyond already on the horizon. These advanced networks offer faster data rates and lower latency, which require new system design approaches to fully harness their potential. The integration of artificial intelligence (Al) into system design is crucial for realizing the full potential of these networks. However, the integration of Al brings a new set of challenges and issues that need to be addressed. This research paper presents a roadmap for AI-enabled system design for 5G, 6G, and beyond communication networks. The paper identifies the challenges and issues associated with the integration of Al into communication networks and proposes a systematic approach to overcome them. The proposed roadmap includes four stages: system modeling, data management, Al algorithm selection, and hardware implementation. The paper discusses the challenges and issues associated with each stage and provides possible solutions. The proposed roadmap can guide researchers and practitioners in the development of AI-enabled communication networks, providing a foundation for the design of the next generation of communication systems.