Preprint Open access
Resource-Aware Parameter-Efficient Model Adaptation for Onboard High-Dimensional Data
Onboard satellite models often require frequent updates, but the weights adapted to earlier data distributions can quickly become outdated. However, updating large-scale model parameters in orbit presents significant challenges due to the limited uplink bandwidth of Low Earth Orbit (LEO) satellite systems, particularly …