PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels

Berkay Guler, Giovanni Geraci, Hamid Jafarkhani

Channel foundation models assume access to fully observed channels, an assumption that fails in deployment. We introduce PilotWiMAE, a self-supervised framework whose encoder inges…