A CSI-free single-step 6DMA framework for IoV uses grid-based positions and graph-derived movement bounds to outperform fixed and exhaustive-search baselines in uplink sum rate with negligible mechanical cost.
Performance modeling of the IEEE 802.11 p EDCA mechanism for V ANET,
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A joint optimization approach using SOCP for UAV trajectories, DRL-LLM for resource scheduling, and LP for offloading achieves higher task success rates and system efficiency than multi-agent RL baselines in simulated dense urban IoV environments.
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Single-Step Six-Dimensional Movable Antenna Reconfiguration for High-Mobility IoV: Modeling, Analysis, and Optimization
A CSI-free single-step 6DMA framework for IoV uses grid-based positions and graph-derived movement bounds to outperform fixed and exhaustive-search baselines in uplink sum rate with negligible mechanical cost.
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Joint Optimization of Trajectory Control, Resource Allocation, and Task Offloading for Multi-UAV-Assisted IoV
A joint optimization approach using SOCP for UAV trajectories, DRL-LLM for resource scheduling, and LP for offloading achieves higher task success rates and system efficiency than multi-agent RL baselines in simulated dense urban IoV environments.