The invention relates to the technical field of self-learning
underwater acoustic communication, and provides an intelligent self-adaptive
underwater acoustic communication
system. The multi-
system transmitter comprises a data transmitting unit used for transmitting communication data, a
system switching unit used for switching a transmitting
signal modulation mode, and a transmitting
signal modulation unit used for modulating a
signal. The intelligent multi-system
receiver comprises a synchronization unit, a Doppler
estimation and compensation unit, an intelligent modulation mode identification unit, a
data processing unit, an intelligent
signal interpretation unit and a
digital demodulation unit. Wherein the channel information identification unit is used for identifying the signal-to-
noise ratio and the channel maximum time
delay of an
underwater acoustic channel and transmitting the signal-to-
noise ratio and the channel maximum time
delay to the system switching unit, and the system switching unit adjusts and switches a transmitting
signal modulation mode according to the signal-to-
noise ratio and the channel maximum time
delay. The intelligent modulation mode identification unit employs a lightweight neural network to intelligently identify a
signal modulation mode of an underwater acoustic channel signal, and the intelligent
signal interpretation unit employs a
deep learning neural network to intelligently interpret an
underwater acoustic communication signal so as to recover communication data.