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Table 13 Positioning accuracy with different weighting schemes and NLOS signal exclusion

From: Machine learning based GNSS signal classification and weighting scheme design in the built environment: a comparative experiment

Weighting scheme

Signal

Elevation and C/N0 masks

Horizontal mean (m)

Horizontal standard deviation (m)

Vertical mean (m)

Vertical standard deviation (m)

3D mean (m)

3D standard deviation (m)

(vii)

LOS_ml

Yes

2.510

3.236

3.314

4.471

4.944

5.992

(viii)

LOS_ml

Yes

2.477

3.185

3.316

4.452

4.915

5.924

(vii)

LOS_ml

No

2.840

3.401

3.930

4.866

5.728

6.428

(viii)

LOS_ml

No

2.801

3.340

3.931

4.847

5.686

6.340