The traffic prediction was an important component in the intelligent transportation system. The effective short-term traffic flow prediction was conducive to ensure the intersection unimpeded and reduce the traffic delay. According to the uncertainty of road conditions and the nonlinear change of traffic flow,the ARMA model and kalman filter mode was combined through the error magnitude of predicting results to predict the short-term traffic flow in the road. The example indicated that the combined model co...