Research Article

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

Table 5

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

Combination type of scenario and multiviewFCNNLSTMBiLSTM

Single-vehicle operation0.86030.80590.04420.0324
Single-vehicle operation + multiview0.82060.80410.03110.0262
Two-vehicle interaction0.95650.86280.07530.0584
Two-vehicle interaction + multiview0.70570.67060.03910.0301
Three-vehicle interaction1.14670.92920.06740.0482
Three-vehicle interaction + multiview0.84400.79580.02820.0134
Four-vehicle interaction1.03610.81020.07290.0648
Four-vehicle interaction + multiview0.92500.68710.06060.0182