Research Article

Mitigating GNSS Multipath Effects Using XGBoost Integrated Classifier Based on Consistency Checks

Table 3

Positioning error results for the selected experimental scenarios.

Experimental scenariosCC1 + LSCC2 + XGBoost (%)CC + WLS (%)

A1.41.32 (5.7%)1.2 (9.1%)
B2.32.15 (6.5%)1.93 (10.23%)
C5.44.75 (12%)4.2 (11.6%)
D8.524.85 (43.1%)3.8 (21.7%)
E15.16.3 (58.3%)4.17 (33.8%)