Research Article

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

Table 4

Comparison of prediction results under high adhesion coefficient.

ModelRMSEMAE

DNN0.0370.031
CNN0.0180.016
ConvLSTM0.0260.012
SA-CNN-LSTM0.0130.010
Improved SA-CNN-LSTM0.0100.009