Digital Twin for Open RAN: Toward Intelligent and Resilient 6G Radio Access Networks

Antonino Masaracchia, Vishal Sharma,Muhammad Fahim, Octavia A. Dobre,Trung Q. Duong

IEEE COMMUNICATIONS MAGAZINE(2023)

引用 0|浏览3
暂无评分
摘要
The mission of the Open Radio Access Network (O-RAN) Alliance is to evolve RAN for the next-generation network in a way that will embed principles of openness and intelligence. Currently, digital twin (DT) is emerging as a keystone technology for the development of sixth-generation (6G) networks oriented services. This article aims to provide a comprehensive vision of how DT and O-RAN represent two complementary concepts, which when merged will enable the deployment of an intelligent and resilient 6G RAN. In particular, DT will play a crucial role by enhancing the principles of intelligence, autonomy, and openness on which O-RAN is based. A brief overview of both O-RAN and DT concepts is discussed. Subsequently, potential use cases and services delivered through a DT-based O-RAN architecture are illustrated. Challenges and future research directions are also highlighted and discussed.
更多
查看译文
关键词
6G mobile communication,Computer architecture,Artificial intelligence,Virtualization,Servers,Digital twins,Quality of service,Radio access networks,Open systems
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要