Security Situational Awareness Method of Wireless Communication Network Transmission Based on Improved Reinforcement Learning
The article proposes a method based on improved reinforcement learning to address the issue of wireless communication network transmission security situational awareness.Firstly,an improved design was made to the reinforcement learning algorithm to enhance its performance in wireless communication network transmission security situational awareness.Then,a wireless communication network transmission security situational awareness model was constructed,including model architecture and reward function design.The model architecture mainly adopts a hierarchical design principle,and the reward function is designed based on the characteristics of security situational awareness.Finally,experimental analysis was conducted,and the results showed that the model proposed in the article has good performance in wireless communication network transmission security situation awareness,which can effectively improve the security of network transmission.
wireless communication networktransmission securitysituational awarenessimproved reinforcement learning
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