Table 9.
Default, tuning and final values for KARTO-SLAM.
Test Values | ||||
---|---|---|---|---|
Variable | Default | Minimum | Maximum | Final |
scan_buffer_size | 70 | 30 | 100 | 30 |
link_match_minimum_response_fine | 0.12 | 0.06 | 0.18 | 0.18 |
loop_match_minimum_chain_size | 10 | 5 | 15 | 15 |
loop_match_maximum_variance_coarse | 0.4 | 0.3 | 0.5 | 0.3 |
loop_match_minimum_response_coarse | 0.80 | 0.75 | 0.85 | 0.75 |
loop_match_minimum_response_fine | 0.80 | 0.75 | 0.85 | 0.75 |
correlation_search_space_dimension | 0.3 | 0.2 | 0.4 | 0.2 |
correlation_search_space_smear_deviation | 0.03 | 0.03 | 0.04 | 0.04 |
loop_search_space_dimension | 8.0 | 7.0 | 9.0 | 7.0 |
loop_search_space_smear_deviation | 0.03 | 0.03 | 0.04 | 0.04 |
distance_variance_penalty | 0.3 | 0.2 | 0.4 | 0.2 |
angle_variance_penalty | 0.349 | 0.249 | 0.449 | 0.449 |
fine_search_angle_offset | 0.00349 | 0.00249 | 0.00449 | 0.00449 |
coarse_search_angle_offset | 0.349 | 0.249 | 0.449 | 0.449 |
coarse_angle_resolution | 0.0349 | 0.0249 | 0.0449 | 0.0449 |
minimum_angle_penalty | 0.90 | 0.85 | 0.95 | 0.95 |
minimum_distance_penalty | 0.5 | 0.4 | 0.6 | 0.4 |
use_response_expansion | False | False | True | True |