Pan-Pan Yin

Dynamic resource allocation and energy efficiency optimization for a UAV-assisted ISAC system based on deep reinforcement learning

UAVs are key for ISAC due to their mobility and coverage, but existing resource allocation methods lack adaptability in dynamic environments. This paper proposes a dynamic resource allocation framework for UAV-assisted ISAC using the SAC deep reinforcement learning algorithm. The framework constructs a state space with...