VLM-Driven Robotic Control in AI-RAN: System Design and Task-Aware Optimization
AI-native radio access networks (AI-RAN) are evolving from connectivity infrastructures into edge execution platforms. Robotic control driven by vision-language models (VLMs) is a representative application scenario, where limited onboard computing capability often requires visual data to be uploaded to the edge server...