5g testbed 1ai model adaptation 1network reconfiguration 1o-ran 1proactive training 1virtual emulation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.NI2026
RANPilot: Making AI Functionalities Robust to Dynamic O-RAN Reconfigurations
Shiming Yu, Leming Shen, Jianing Zhang +4
RANPilot is a framework that uses a lightweight virtual O‑RAN emulator to generate training data for AI models before network reconfigurations, enabling proactive adaptation and cu…
cs.NI2026
AutORAN: LLM-driven Natural Language Programming for Agile xApp Development
Xin Li, Shiming Yu, Leming Shen +3
Traditional RAN systems are closed and monolithic, stifling innovation. The openness and programmability enabled by Open Radio Access Network (O-RAN) are envisioned to revolutioniz…