Knee joint is the most important and complex structure in human lower limbs. It a nonlinear, time-varying strong coupling system. In this paper, mechanical of prosthetic knee built, parallel control CMAC PID algorithm introduced to establish model. Through simulation analysis, it found that CMAC-PID compared with traditional can improve real-time accuracy Therefore, optimize effect knee.