The invention discloses a
wireless communication transmission method based on an intelligent reflecting surface, and relates to the technical field of
wireless communication transmission, and the method comprises the steps: carrying out the
time sequence modeling through employing an LSTM model, generating a channel characteristic model, generating an IRS initial reflection
phase matrix based on the model, and optimizing the
wireless channel configuration; dynamically adjusting a reflection
phase matrix through a convex optimization
algorithm, and continuously updating an IRS configuration scheme by taking maximization of a
main channel gain and weakening of secondary channel interference as targets; on this basis, in combination with a channel characteristic model and an updated IRS configuration scheme, communication requirements between devices in an industrial environment are analyzed, link priorities are calculated, a low-
delay communication topology is constructed, IRS resources are allocated through the priorities, and the
signal quality of
delay-sensitive task links is enhanced; furthermore, real-
time data flow information is collected under the optimized topological structure, a task scheduling model is constructed by adopting a PPO
reinforcement learning algorithm, a task transmission sequence and a
resource allocation strategy are dynamically adjusted, and the
resource utilization rate is improved.