Self-Directed Spectrum Allocation Framework for Integrated TN-NTN 6G Networks

Vaskar Chakma, Wooyeol Choi

This paper proposes a self-adaptive channel assignment framework based on Q-learning, where agents learn optimal policies by observing network load, interference conditions, and te…