Wireless router operation method with adaptive channel selection

The invention provides a wireless router operation method with a self-adaptive channel selection function. According to the technical scheme, the method comprises the steps of monitoring a wireless router, establishing a wireless propagation model through collected data, setting a reward function, carrying out model strengthening training through a Q-Learning algorithm, verifying and testing the strengthened model through unrelated data, and deploying the verified and tested model into the wireless router. Updating and maintaining the model regularly, wherein the updating and maintaining comprise data recollection and retraining; according to the wireless router operation method with the self-adaptive channel selection function, self-adaptive channel selection can be achieved, stable and efficient wireless network service can be provided, the stability and network quality of a wireless network are improved, the manual maintenance requirement and cost of the wireless router are greatly reduced, convenience is