Number of papers reviewed for different ramp merging categories
| Category no. | Vehicle technology | Mainline | No. of reviewed papers | Primary methods |
|---|---|---|---|---|
| 1 | CAV-only | One-lane | 24 | – Optimization – Machine learning – Traffic modeling – Feedback control – Virtual vehicle – Generic algorithm |
| 2 | Mixed | One-lane | 10 | – Optimization – Machine learning – Traffic modeling – Car following – Virtual |
| 3 | CAV-only or Mixed | Multilane | 10 | – Optimization – Machine learning – Feedback control – Fuzzy control – Game theory |
| Vehicle technology | Mainline | No. of reviewed papers | Primary methods | |
|---|---|---|---|---|
| CAV-only | One-lane | 24 | – Optimization | |
| Mixed | One-lane | 10 | – Optimization | |
| CAV-only or Mixed | Multilane | 10 | – Optimization |
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