Research Article

Road Adhesion Coefficient Estimation Based on Vehicle-Road Coordination and Deep Learning

Table 3

Comparison of prediction results under medium adhesion coefficient.

ModelRMSEMAE

DNN0.0290.025
CNN0.0140.012
ConvLSTM0.0180.016
SA-CNN-LSTM0.0100.009
Improved SA-CNN-LSTM0.0080.007