In recent years. deep learning (DL) techniques have shown great potential in wireless communications. Unlike DL-based receivers for time-invariant or slow time-varying channels. we propose a new DL-based receiver for single copyright communication in time-varying underwater acoustic (UWA) channels. http://www.hacklinkci.com/