Language-Grounded Semantic Target Navigation for Autonomous Surface Vehicles
Results indicate that the proposed perception-to-control framework can support language-grounded target approach manoeuvres of ASV under the complex port environments and demonstrate the importance of semantic grounding, harbour-aware filtering, and semantic verification for reliable language-grounded ASV navigation.