Research Article

[Retracted] Vehicle Motion State Prediction Method Integrating Point Cloud Time Series Multiview Features and Multitarget Interactive Information

Table 4

MSE statistics of target vehicle global position X of each prediction model in different interaction scenarios and based on point cloud multiview.

Combination type of scenario and multiviewFCNNLSTMBiLSTM

Single-vehicle operation0.55670.46280.01840.0172
Single-vehicle operation + multiview0.47640.40010.01450.0115
Two-vehicle interaction0.71570.56250.03630.0248
Two-vehicle interaction + multiview0.69970.50140.01390.0097
Three-vehicle interaction0.62050.56190.02820.0225
Three-vehicle interaction + multiview0.48700.46640.01570.0099
Four-vehicle interaction0.59880.46040.04700.0358
Four-vehicle interaction + multiview0.51020.43920.01800.0096