Research on Anti-Interference Technology for Multi-User Wireless Communication Based on DQN
Meiling Zhan · 2024
Intelligent algorithms possess extensive potential for application in the realm of wireless communication. A deep Q-network-based adaptive intelligent communication anti-interference technology is proposed to enhance the anti-interference ability in multi-user communication. The study analyzed different types of interference signals and constructed an anti-interference model grounded on the deep Q network algorithm. The experiment findings indicate that in the sweep interference mode, there is no overlap of user signals, and the interference signals are effectively avoided, resulting in an increase in throughput to 0.93. In addition, in comparison with the comparative algorithms, the proposed method has significantly improved throughput. The technology has effectively improved the anti-interference ability of wireless communication under multi-user communication, especially in complex interference environments, demonstrating good practical application prospects.