Research Article

PCA-Based Line Detection from Range Data for Mapping and Localization-Aiding of UAVs

Table 3

Comparison between PCA and LS approaches for line fitting. Effect of the outliers percentage (n = 200; = 2.5 cm; L = 5 m). Results are averaged over 10000 simulations.

(%) rms (m) (%)

10.041
50.047
100.053
200.062