2 papers
cs.LG2026
CHANNELS4WORLD: An Environment-Scale Dataset for Wireless Foundation Models
Joonkyu Jang, Hyung-Joo Moon, Kwang Soon Kim +4
Wireless foundation models learn reusable representations across tasks, configurations, and deployment environments. Their pretraining requires environmental breadth, yet wireless…
eess.SP2026
Channel2World: A Wireless Foundation Model for RF Environment Representation
Hyung-Joo Moon, Joonkyu Jang, Kwang Soon Kim +3
Wireless channels are commonly treated as link-specific observations, although their multipath structure is governed by the surrounding radio-frequency (RF) environment. In this pa…