Life cycle management of a receiver with an artificial intelligence receiver module

A management system, comprising:

• one or more processors configured to:
• receive a wireless signal transmitted to a receiver;
• determine, based on the wireless signal or a set of decoded bits associated with the wireless signal that were determined using an artificial intelligence (AI) receiver module of the receiver, whether a cyclic redundancy check (CRC) associated with the wireless signal is passed;
• perform, based on determining whether the CRC associated with the wireless signal is passed, a model modification operation to update a neural network (NN) of the AI receiver module of the receiver;
• and
• perform a model verification operation associated with the NN.

A method, comprising:

• receiving a wireless signal transmitted to a receiver,
• determining, based on the wireless signal or a set of decoded bits associated with the wireless signal that were determined using an artificial intelligence (AI) receiver module of the receiver, whether a cyclic redundancy check (CRC) associated with the wireless signal is passed;
• performing, based on determining whether the CRC associated with the wireless signal is passed, at least one of:
• a data storage operation associated with the wireless signal,
• a fallback operation associated with the wireless signal, or
• an online label recovery operation associated with the wireless signal;
• and
• performing, based on determining whether the CRC associated with the wireless signal is passed, a model modification operation to update a neural network (NN) of the AI receiver module of the receiver.