Seeing through Wave—Real-time Beam Tracking via a ResNet-based Model in Water-air OWC Systems

A ResNet-based model using one wave-distorted image input is demonstrated for real-time beam tracking. Packet loss rates reduce from 18% to 4% under a wave’s ASCR of 0.614 rad/s, realizing a robust water-air OWC system.