Research Article
An Adaptability Analysis of the Space-Vehicle Traffic State Estimation Model for Sparsely Distributed Observation Environment
Table 5
Result of scenarios with missing ramp observers.
| Scenario | All cells in the channel | Cell without ramp observers | Result | Error | Result | Error | RMSE (km/h) | MAE (km/h) | MAPE (%) | RMSE (km/h) | MAE (km/h) | MAPE (%) | RMSE (km/h) | MAE (km/h) | MAPE (%) | RMSE (km/h) | MAE (km/h) | MAPE (%) |
| CASE C-1 | 7.59 | 2.53 | 4.34 | 0.86 | 0.08 | 0.15 | 19.54 | 4.14 | 5.81 | 10.34 | 0.96 | 1.71 | CASE C-2 | 11.74 | 3.01 | 4.81 | 5.01 | 0.55 | 0.62 | 69.06 | 10.34 | 11.62 | 56.05 | 6.20 | 6.87 | CASE C-3 | 51.61 | 4.17 | 6.12 | 44.88 | 1.72 | 1.93 | 501.15 | 21.44 | 25.66 | 495.45 | 19.17 | 21.59 | CASE C-4 | 48.50 | 4.31 | 6.55 | 41.77 | 1.86 | 2.36 | 461.33 | 22.13 | 29.29 | 455.62 | 19.86 | 25.22 | CASE C-5 | 28.63 | 3.64 | 6.22 | 21.90 | 1.19 | 2.03 | 253.58 | 16.87 | 28.71 | 242.80 | 13.65 | 22.95 | CASE C-6 | 28.40 | 3.66 | 5.78 | 21.67 | 1.21 | 1.59 | 228.78 | 14.12 | 19.67 | 224.11 | 12.10 | 15.77 | CASE C-7 | 27.79 | 3.77 | 6.18 | 21.06 | 1.31 | 1.99 | 231.52 | 15.82 | 24.76 | 226.84 | 13.79 | 20.86 | CASE C-8 | 31.51 | 3.95 | 6.56 | 24.78 | 1.49 | 2.37 | 283.22 | 19.95 | 31.91 | 273.36 | 16.53 | 26.24 |
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