A Deep Learning Based Traffic State Estimation Method for Mixed Traffic Flow Environment

Figure 4

Speed before and after filling using different models. Note: KNN_Filling_speed = speed filled by K-Nearest Neighbors; and ACC_KNN_Filling_speed = speed filled by K-Nearest Neighbors combined with acceleration.