AI-RAN in 6G Networks

AI-RAN in 6G Networks

1st Prasanna Kumar M J Dept., Of CSE

BGS Institute Of Technology Adichunchanagiri University

B G Nagara, Karnataka prasannakumar@bgsit.ac.in

2nd Navya G N Dept., Of CSE

BGS Institute Of Technology Adichunchanagiri University

B G Nagara, Karnataka navyagngowda027@gmail.com

Abstract: 6G is a next-generation cellular communication technology that builds up on existing 5G networks which are currently rolled out worldwide. Through incorporation of artificial intelligence (AI) and machine learning (ML), the core 5G network is advanced into an intelligent 6G network. The 6G Artificial Intelligence Radio Access Network (AI-RAN) is anticipated to offer advanced features like reduced latency, improved bandwidth, data rates and coverage. Furthermore, AI-RAN is expected to support complex use cases such as extreme connectivity and multi-user communications and dynamic spectrum access. This paper provides a detailed survey and thorough assessment of AI-RAN’s vision and state-of-the-art challenges. We first present a concise introduction to 6G AI-RAN followed by background information on the current 5G RAN and its challenges that must be overcome to implement 6G AIRAN. The paper then examines trending research issues in AI-RAN, i.e., challenges related to spectrum allocation, network architecture, and resource management. We discuss the methods to overcome these challenges which include the adoption of advanced machine learning and edge computing technologies to boost the performance of 6G AI-RAN. We conclude by stating open research directions

Keywords: 5G, 6G, AI-RAN, AI/ML, radio and future Internet architecture.