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feat: add 'obstacle_velocity_limiter' package #1579

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maxime-clem
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@maxime-clem maxime-clem commented Aug 13, 2022

Description

This PR adds a new package obstacle_velocity_limiter that is used to increase the feeling of safety by limiting the velocity when driving towards obstacles (e.g., in curves).

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Tests performed

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@maxime-clem maxime-clem self-assigned this Aug 13, 2022
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codecov bot commented Aug 14, 2022

Codecov Report

Base: 10.77% // Head: 12.56% // Increases project coverage by +1.79% 🎉

Coverage data is based on head (f547a8f) compared to base (41f47be).
Patch coverage: 18.96% of modified lines in pull request are covered.

Additional details and impacted files
@@            Coverage Diff             @@
##             main    #1579      +/-   ##
==========================================
+ Coverage   10.77%   12.56%   +1.79%     
==========================================
  Files        1186      731     -455     
  Lines       84834    59940   -24894     
  Branches    19889    18609    -1280     
==========================================
- Hits         9138     7531    -1607     
+ Misses      66012    43636   -22376     
+ Partials     9684     8773     -911     
Flag Coverage Δ
differential 12.53% <18.76%> (?)
total ?
Impacted Files Coverage Δ
...e/tier4_autoware_utils/geometry/boost_geometry.hpp 50.00% <ø> (ø)
...limiter/benchmarks/collision_checker_benchmark.cpp 0.00% <0.00%> (ø)
...r/include/obstacle_velocity_limiter/parameters.hpp 0.00% <0.00%> (ø)
planning/obstacle_velocity_limiter/src/debug.cpp 0.00% <0.00%> (ø)
...anning/obstacle_velocity_limiter/src/map_utils.cpp 0.00% <0.00%> (ø)
...velocity_limiter/src/obstacle_velocity_limiter.cpp 0.00% <0.00%> (ø)
...obstacle_velocity_limiter/src/pointcloud_utils.cpp 0.00% <0.00%> (ø)
..._velocity_limiter/src/trajectory_preprocessing.cpp 0.00% <0.00%> (ø)
...ity_limiter/src/obstacle_velocity_limiter_node.cpp 0.64% <0.64%> (ø)
..._velocity_limiter/test/test_collision_distance.cpp 25.00% <25.00%> (ø)
... and 496 more

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@yukkysaito
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LGTM 👍

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@TakaHoribe TakaHoribe left a comment

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It worked in my environment. Looks perfect. Let's get merge!

@TakaHoribe TakaHoribe merged commit 2997983 into autowarefoundation:main Nov 2, 2022
HansRobo pushed a commit to HansRobo/autoware.universe that referenced this pull request Dec 16, 2022
* Initial commit with barebone SafeVelocityAdjustorNode

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add debug topics, launch file, and config file

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix dynamic parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add proper collision detection and debug footprint

Implements Proposal 1.
Calculation of the adjusted velocity still needs to be improved

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add script to compare the original and adjusted velocity profiles

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix calculation of distance to obstacle

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add test for calculation collision distance

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add launch file to test the safe_velocity_adjustor with a bag

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup code and add tests for forwardSimulatedVector

Signed-off-by: Maxime CLEMENT <[email protected]>

* Simplify collision detection by not using a footprint polygon

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add filtering of the dynamic objects from the pointcloud

Signed-off-by: Maxime CLEMENT <[email protected]>

* [DEBUG] Print runtimes of expensive functions

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add trajectory downsampling to boost performance + improve debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Modify velocity only from ego pose + distance parameter

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add 1st Eigen version of distanceToClosestCollision + benchmark

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to using contours from occupancy grid for collision checking

Filtering of dynamic objects is not great

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add buffer around dynamic obstacles to avoid false obstacle detection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to limit the adjusted velocity

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use vehicle_info_util to get vehicle footprint

Signed-off-by: Maxime CLEMENT <[email protected]>

* Calculate accurate distance to collision + add tests

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter for the min velocity where a dynamic obstacle is ignored

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add README and some pictures to explain the node inner workings

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update scenario_planning.launch.xml to run the new node

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix format of launch files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update launcher and rviz config used for debuging with bag

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup debug publishing

Signed-off-by: Maxime CLEMENT <[email protected]>

* Complete tests of collision_distance.hpp

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add docstring + Small code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve test of occupancy_grid_utils

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug when setting parameter callback before getting vehicle parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Rename safe_velocity_adjustor to apparent_safe_velocity_limiter

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (apparent_safe_velocity_limiter_node)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (occupancy_grid_utils)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (collision_distance)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add exec of trajectory_visualizer.py in launch files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Mask trajectory footprint from the occupancy grid (might be expensive)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Filter out the occupancy grid that is outside the envelope polygon

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add improved PolygonIterator using scan line algorithm

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use autoware_cmake for dependencies

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve performances of PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor cleanup of PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use improved iterator + add benchmark (max/avg/med) to node

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch from set to vector/list in PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove PolygonIterator and use implementation from grid_map_utils

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to limit deceleration when adjusting the velocity

Signed-off-by: Maxime CLEMENT <[email protected]>

* Code cleanup, move type decl and debug functions to separate files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add support for collision detection using pointcloud

Signed-off-by: Maxime CLEMENT <[email protected]>

* Code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Speedup pointcloud filtering (still ~100ms on bags)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve envelope calculation and use separate node for pcd downsampling

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add ProjectionParameters to prepare for the bicycle model projection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add bicycle projection with various steering offsets

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update docstring

Signed-off-by: Maxime CLEMENT <[email protected]>

* Major refactoring, calculate envelope from footprints

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add extraction of static obstacles from lanelet map

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove stopwatch

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add arc distance calculation when using bicycle projection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix multi geometry definitions in tier4_autoware_utils/boost_geometry

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve geometry operations to take advantage of Eigen

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to min/max offset and simplify footprint calculations

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix unit tests (unset params.heading)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add option to filter obstacles using the safety envelope

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug with distance calculation and improve debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to set map obstacles by linestring id (for debug)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move param structures to dedicated file and add PreprocessingParameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to calculate steering angle of trajectory points

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup footprint generation

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug with debug marker ids

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug where the VelocityParameters were not constructed

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update obstacles extraction

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to collision detection using rtree

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add publishing of the runtime (in microseconds)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add option to ignore obstacles on the trajectory

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add max length and max duration parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Restructure Obstacles structure to separate lines and points for speedup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Convert obstacle linestrings to segments when used in the rtree

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter for extra distance when filtering the ego path

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix issues caused by rebase

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update to run with looping bag replay

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add debug markers for obstacle masks and only publish when subscribed

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix humble build issue with PCL library

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update obstacle extraction from lanelet map (no longer based on route)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Optimize use of rtree +  use naive collision checking with few obstacles

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove debug code and update default parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Do not wait for self pose

Signed-off-by: Maxime CLEMENT <[email protected]>

* Rename to obstacle_velocity_limiter

Signed-off-by: Maxime CLEMENT <[email protected]>

* More minor cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update READEME.md

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README to have the purpose written before the illustration

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update copyright notice: Tier IV -> TIER IV

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove use_sim_time param from node launch file

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update launch files to run in the motion_planner + add launch config

Signed-off-by: Maxime CLEMENT <[email protected]>

Signed-off-by: Maxime CLEMENT <[email protected]>
Signed-off-by: Kotaro Yoshimoto <[email protected]>
YoshiRi pushed a commit to YoshiRi/autoware.universe that referenced this pull request Jan 11, 2023
* Initial commit with barebone SafeVelocityAdjustorNode

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add debug topics, launch file, and config file

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix dynamic parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add proper collision detection and debug footprint

Implements Proposal 1.
Calculation of the adjusted velocity still needs to be improved

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add script to compare the original and adjusted velocity profiles

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix calculation of distance to obstacle

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add test for calculation collision distance

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add launch file to test the safe_velocity_adjustor with a bag

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup code and add tests for forwardSimulatedVector

Signed-off-by: Maxime CLEMENT <[email protected]>

* Simplify collision detection by not using a footprint polygon

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add filtering of the dynamic objects from the pointcloud

Signed-off-by: Maxime CLEMENT <[email protected]>

* [DEBUG] Print runtimes of expensive functions

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add trajectory downsampling to boost performance + improve debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Modify velocity only from ego pose + distance parameter

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add 1st Eigen version of distanceToClosestCollision + benchmark

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to using contours from occupancy grid for collision checking

Filtering of dynamic objects is not great

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add buffer around dynamic obstacles to avoid false obstacle detection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to limit the adjusted velocity

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use vehicle_info_util to get vehicle footprint

Signed-off-by: Maxime CLEMENT <[email protected]>

* Calculate accurate distance to collision + add tests

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter for the min velocity where a dynamic obstacle is ignored

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add README and some pictures to explain the node inner workings

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update scenario_planning.launch.xml to run the new node

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix format of launch files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update launcher and rviz config used for debuging with bag

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup debug publishing

Signed-off-by: Maxime CLEMENT <[email protected]>

* Complete tests of collision_distance.hpp

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add docstring + Small code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve test of occupancy_grid_utils

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug when setting parameter callback before getting vehicle parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Rename safe_velocity_adjustor to apparent_safe_velocity_limiter

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (apparent_safe_velocity_limiter_node)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (occupancy_grid_utils)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move declarations to cpp file (collision_distance)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add exec of trajectory_visualizer.py in launch files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Mask trajectory footprint from the occupancy grid (might be expensive)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Filter out the occupancy grid that is outside the envelope polygon

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add improved PolygonIterator using scan line algorithm

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use autoware_cmake for dependencies

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve performances of PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor cleanup of PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Use improved iterator + add benchmark (max/avg/med) to node

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch from set to vector/list in PolygonIterator

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove PolygonIterator and use implementation from grid_map_utils

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to limit deceleration when adjusting the velocity

Signed-off-by: Maxime CLEMENT <[email protected]>

* Code cleanup, move type decl and debug functions to separate files

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add support for collision detection using pointcloud

Signed-off-by: Maxime CLEMENT <[email protected]>

* Code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Speedup pointcloud filtering (still ~100ms on bags)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve envelope calculation and use separate node for pcd downsampling

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add ProjectionParameters to prepare for the bicycle model projection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add bicycle projection with various steering offsets

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update docstring

Signed-off-by: Maxime CLEMENT <[email protected]>

* Major refactoring, calculate envelope from footprints

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add extraction of static obstacles from lanelet map

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove stopwatch

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add arc distance calculation when using bicycle projection

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix multi geometry definitions in tier4_autoware_utils/boost_geometry

Signed-off-by: Maxime CLEMENT <[email protected]>

* Improve geometry operations to take advantage of Eigen

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to min/max offset and simplify footprint calculations

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix unit tests (unset params.heading)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add option to filter obstacles using the safety envelope

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug with distance calculation and improve debug markers

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to set map obstacles by linestring id (for debug)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Move param structures to dedicated file and add PreprocessingParameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter to calculate steering angle of trajectory points

Signed-off-by: Maxime CLEMENT <[email protected]>

* Cleanup footprint generation

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug with debug marker ids

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix bug where the VelocityParameters were not constructed

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update obstacles extraction

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Switch to collision detection using rtree

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add publishing of the runtime (in microseconds)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add option to ignore obstacles on the trajectory

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add max length and max duration parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Restructure Obstacles structure to separate lines and points for speedup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Convert obstacle linestrings to segments when used in the rtree

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add parameter for extra distance when filtering the ego path

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix issues caused by rebase

Signed-off-by: Maxime CLEMENT <[email protected]>

* Minor code cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update to run with looping bag replay

Signed-off-by: Maxime CLEMENT <[email protected]>

* Add debug markers for obstacle masks and only publish when subscribed

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README

Signed-off-by: Maxime CLEMENT <[email protected]>

* Fix humble build issue with PCL library

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update obstacle extraction from lanelet map (no longer based on route)

Signed-off-by: Maxime CLEMENT <[email protected]>

* Optimize use of rtree +  use naive collision checking with few obstacles

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove debug code and update default parameters

Signed-off-by: Maxime CLEMENT <[email protected]>

* Do not wait for self pose

Signed-off-by: Maxime CLEMENT <[email protected]>

* Rename to obstacle_velocity_limiter

Signed-off-by: Maxime CLEMENT <[email protected]>

* More minor cleanup

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update READEME.md

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update README to have the purpose written before the illustration

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update copyright notice: Tier IV -> TIER IV

Signed-off-by: Maxime CLEMENT <[email protected]>

* Remove use_sim_time param from node launch file

Signed-off-by: Maxime CLEMENT <[email protected]>

* Update launch files to run in the motion_planner + add launch config

Signed-off-by: Maxime CLEMENT <[email protected]>

Signed-off-by: Maxime CLEMENT <[email protected]>
Signed-off-by: yoshiri <[email protected]>
@maxime-clem maxime-clem deleted the maxime/decelerate-on-curve branch February 24, 2023 02:20
technolojin pushed a commit to technolojin/autoware.universe that referenced this pull request Oct 28, 2024
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3 participants