Distributed Multimodal Split Inference Over LEO Satellite Networks via VQ-Based Semantic Transmission
Distributed multimodal inference over low Earth orbit (LEO) satellite networks can enhance the timeliness of Earth-observation services, yet bandwidth-limited inter-satellite links make dense feature exchange prohibitively costly. This paper proposes a distributed multimodal split-inference framework with vector-quanti...