A general rate-distortion model is proposed.On the basis,the optimum bit allocation model and two adaptive linear predicative models:texture complexity and overhead bits count predicative models are presented.Based on above models,a new rate control scheme is proposed for low bit-rate and real-time video coding applications.The simulation results show that the new rate control algorithm provides smoother bit stream,higher video quality and more accurate rate control than the previous algorithms.