AINeutralarXiv – CS AI · 18h ago6/10
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Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization
Researchers propose an optimized system for running vision-language models on UAVs in low-altitude networks, combining resource allocation algorithms with LLM-enhanced reinforcement learning to minimize latency and power consumption while maintaining inference accuracy. The framework addresses a critical challenge in aerial IoT applications where onboard computational constraints and dynamic network conditions limit real-time multimodal data processing.