The invention belongs to the technical field of
wireless communication, and particularly relates to an
Internet of Things oriented 5G communication module
data transmission system, which comprises a communication decision module, a channel
state prediction module and a
data transmission module which are in communication connection in sequence, and is characterized in that the communication decision module adopts a
quantum genetic algorithm, encodes decision variables by
quantum bits, and transmits the decision variables to the channel
state prediction module; a lightweight scheduling strategy is generated through
population iteration, the too high requirement of a complex optimization
algorithm on the computing power of an equipment end is avoided, and a low-power-consumption
microprocessor is adapted; meanwhile, the collection frequency is dynamically adjusted according to
edge node requirements,
invalid data collection is reduced, and equipment
energy consumption is reduced. The channel
state prediction module trains a model by maximizing an average
reward value and realizes accurate prediction in combination with an LSTM model of an attention mechanism, and the
data transmission module dynamically adjusts a compression
encryption strategy according to a channel state, so that the transmission
energy consumption is reduced while the safety is guaranteed, and the
energy consumption upside down is avoided.