perf(autoware_ndt_scan_matcher): replacement of pcl::KdTreeFLANN with nanoflann #10013
+2,612
−6
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Description
This PR speeds up callback_sensor_points_main() on autoware_ndt_scan_matcher without changing the logical output.
The tail latency gets about x1.65 faster with this PR merged.
In this PR, I propose to replace pcl::KdTreeFLANN with nanoflann in this node.
nanoflann is a header-only kdtree library, a fork of FLANN used in PCL.
It is provided under the BSD license. kdtree_nanoflann.hpp contains code from nanoflann, so the license is displayed.
nanoflann.hpp is a copy from nanoflann v1.6.3, and is currently placed in include directory of this node, but will need to be moved if it is used on other nodes in the future.
Measurement Condition
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Notes for reviewers
None.
Interface changes
None.
Effects on system behavior
None.