The invention belongs to the technical field of
wireless communication, and discloses a
resource allocation method for an eMBB and URLLC mixed service, and the method comprises the steps: 1, setting input variables: a round number T, a learning rate, an experience playback
pool, a target network update frequency C, a state
weight factor beta, a service
weight factor sum, and a discount factor; 2, performing variable initialization: initializing a training network and a target network by using parameters selected in a randomized manner, wherein the parameters are selected in a randomized manner; step 3, randomly selecting power and a
resource allocation strategy to initialize a network state in each turn (T in total); 4, in each round, selecting an action through a
network strategy selection module, configuring a strategy in the network, then recording a network state and a corresponding
return function after the action is executed, and finally storing an obtained parameter set in an experience playback
pool; step 5, training; step 6, updating parameters of the target network; and the reliability is high.