Based on the research on coiling tension indirect control process, for the purpose to improve the accuracy of the constant tension take-up control, RBF neural networks and inverse system control theory are introduced. The physical characteristics of coiling tension control process are combined with, an inverse system model is established, and the simulation results are satisfactory. The model possesses the important guiding significance for actual productions.