Anti-Jamming Path Selection Method in a Wireless Communication Network Based on Dyna-Q

Aiming at efficiently establishing the optimal transmission path in a wireless communication network malicious jamming environment, this paper proposes an anti-jamming algorithm based on Dyna-Q. Based previous observations of selects sequential node by searching Q table to reduce packet loss rate. The can accelerate updating experience. converges value quickly. This is beneficial for selection subsequent nodes. Simulation results show that proposed has advantage faster convergence speed compared with model-free reinforcement learning algorithm.