Modulation classification and demodulation system with a neural network

A modulation classification and demodulation system the implements a neural network for transmission of a wireless communication signal, comprising:

• a modulation classifier configured to:
• receive a sequenced modulation signal from a transmitter, wherein the sequenced modulation signal is partitioned into a plurality of modulations with each modulation partitioned in sequence to identify each type of modulation that each signal transmitted from the transmitter to the receiver is modulated,
• classify each type of modulation for each signal transmitted from the transmitter to the receiver in the sequenced modulation signal into a corresponding modulation class based on a modulation classifier neural network that identifies each type of modulation that each signal transmitted from the transceiver to the receiver is modulated from the sequenced modulation signal, wherein the sequenced modulation signal that is received by the modulation classifier is deviated from when initially transmitted by the transmitter based on noise that impacts the sequenced modulation signal as the sequenced modulation signal propagates from the transmitter;
• and
• a demodulator configured to:
• determine a modulation class associated with a received signal that is transmitted from the transmitter based on the modulation class as classified by the modulation classifier neural network from the sequenced modulation signal that corresponds to the received signal, wherein the received signal that is received by the demodulator is deviated from when initially transmitted by the transmitter based on noise that impacts the received signal as the received signal propagates from the transmitter, and
• demodulate the received signal by decoding each symbol included in the received signal based on the determined modulation class of the received signal, wherein the determined modulation class identifies each symbol of the type of modulation in the determined modulation class that corresponds to each symbol included in the received signal thereby enabling each symbol in the received signal to be decoded when deviated by noise.