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. 2022 Sep 13;22(18):6903. doi: 10.3390/s22186903

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