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 multiview | FC | NN | LSTM | BiLSTM |
| Single-vehicle operation | 0.5567 | 0.4628 | 0.0184 | 0.0172 | Single-vehicle operation + multiview | 0.4764 | 0.4001 | 0.0145 | 0.0115 | Two-vehicle interaction | 0.7157 | 0.5625 | 0.0363 | 0.0248 | Two-vehicle interaction + multiview | 0.6997 | 0.5014 | 0.0139 | 0.0097 | Three-vehicle interaction | 0.6205 | 0.5619 | 0.0282 | 0.0225 | Three-vehicle interaction + multiview | 0.4870 | 0.4664 | 0.0157 | 0.0099 | Four-vehicle interaction | 0.5988 | 0.4604 | 0.0470 | 0.0358 | Four-vehicle interaction + multiview | 0.5102 | 0.4392 | 0.0180 | 0.0096 |
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