Systems, methods, and apparatus for artificial intelligence and machine learning based reporting of communication channel information

An apparatus comprising:

• a receiver configured to receive a signal using a channel;
• a transmitter configured to transmit a representation of channel information relating to the channel;
• and
• at least one processor configured to:
• determine the channel information based on the signal;
• and
• generate, using a compression scheme, the representation of the channel information based on the channel information using at least one machine learning model.

An apparatus comprising:

• a receiver configured to receive a reference signal using a channel;
• at least one processor configured to:
• determine channel information based on the reference signal;
• generate channel quality information based on the channel information;
• and
• generate, using a machine learning model, a joint representation of the channel information and the channel quality information;
• and
• a transmitter configured to transmit the joint representation.