The invention discloses a 5G-TSN network
resource scheduling method based on a near-end strategy optimization
algorithm, which completes 5G-TSN network
resource scheduling by establishing a 5G
wireless channel model, constructing a Markov
decision process model and realizing action value output and strategy optimization through the near-end strategy optimization
algorithm. According to the network
resource scheduling method provided by the invention, a
dynamic resource allocation strategy is realized based on gating state sensing, ultralow
delay services such as
robot control instructions and the like can be preferentially scheduled when gating of a time-sensitive network is started, and non-real-time services such as resource transmission
video monitoring and the like can be intelligently multiplexed when the gating of the time-sensitive network is closed; the
wireless resource utilization rate is effectively improved, meanwhile, it is ensured that data with high real-time performance can be transmitted as soon as possible in a short time,
reliable transmission of equipment data in an industrial scene is ensured, scheduling mechanisms of a 5G
wireless network and a time-sensitive network are fused, resource scheduling is efficiently carried out, and the real-time performance, reliability and
resource utilization rate of
data transmission are balanced.