Abstract: In order to solve the resource distribution problem in the joint resource allocation model，a novel power control and channel assignment algorithm is proposed，which is named CCJPCA ( Congestion Control oriented Joint Power control and Channel assignment Algorithm) ． In the CCJPCA algorithm，the hybrid coding
strategy is used to achieve the co-evolution of the power and channel variable． The reward mechanism of Q-Learning algorithm is used to realize the adaptive selection of mutation strategy，which ensures the reasonable allocation of network resource． The simulation results based on NS-3 ( Network Simulator-3 ) indicate that CCJPCA algorithm can give priority to network resources of network bottleneck links， achieve algorithm convergence speed，reduce network queuing and retransmission delay，and lower the average packet loss ratio．

Key words: wireless Mesh network, power control, congestion control, channel assignment