Abstract: PID controller for Active Queue Management（AQM） is not realizable to deal with the large delay and turn parameters online in dynamic network condition.A novel active queue management algorithm for delay network based on Fuzzy PID control and Gain Adaptive Smith（GAS-FPID） is proposed，which can achieve PID parameters on-line self-adapting by fuzzy control under the dynamic delay network circumstances.And，gain adaptive Smith is successfully introduced into feedback data’s advanced prediction to compensate delay.The performance of the GAS-FPID is verified by NS simulation results，which also shows higher robustness and stability.