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feat(control): add autonomous emergency braking module #2793

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014bb76
feat(autonomous_emergency_brake): add package
purewater0901 Jan 20, 2023
b292c39
update
purewater0901 Jan 20, 2023
7d24ad2
update
purewater0901 Jan 24, 2023
8c0a8bc
update
purewater0901 Jan 25, 2023
ce4e903
update
purewater0901 Jan 26, 2023
9ac676f
udpate
purewater0901 Jan 31, 2023
c91d353
fix conflict
purewater0901 Feb 1, 2023
326dbfb
update
purewater0901 Feb 1, 2023
ddf126d
update
purewater0901 Feb 1, 2023
e8ebd37
update
purewater0901 Feb 1, 2023
4646a7b
update
purewater0901 Feb 1, 2023
80bd730
update
purewater0901 Feb 1, 2023
bb2b267
clean code
purewater0901 Feb 1, 2023
859a7f3
add vehicle info
purewater0901 Feb 1, 2023
047ddeb
reame some variables
purewater0901 Feb 1, 2023
8a71f1e
add parameter file
purewater0901 Feb 5, 2023
5085fdc
add visualization
purewater0901 Feb 5, 2023
35882ae
add new condition
purewater0901 Feb 6, 2023
528c9b4
update
purewater0901 Feb 7, 2023
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update
purewater0901 Feb 8, 2023
5c50294
update
purewater0901 Feb 8, 2023
c986e27
feat(simple_planning_sim): publish sensing interface imu data
TakaHoribe Feb 8, 2023
e713291
add control predicted trajectory
purewater0901 Feb 8, 2023
429c94e
add correction
purewater0901 Feb 8, 2023
4cf6968
add predicted traj checker
purewater0901 Feb 9, 2023
c68840a
update
purewater0901 Feb 9, 2023
af1e7c4
update
purewater0901 Feb 9, 2023
01abc43
add guard
purewater0901 Feb 10, 2023
c931248
fix conflict
purewater0901 Feb 28, 2023
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purewater0901 Feb 28, 2023
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26 changes: 26 additions & 0 deletions control/autonomous_emergency_braking/CMakeLists.txt
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cmake_minimum_required(VERSION 3.14)
project(autonomous_emergency_braking)

find_package(autoware_cmake REQUIRED)
autoware_package()

set(AEB_NODE ${PROJECT_NAME}_node)
ament_auto_add_library(${AEB_NODE} SHARED
src/node.cpp
)

rclcpp_components_register_node(${AEB_NODE}
PLUGIN "autoware::motion::control::autonomous_emergency_braking::AEB"
EXECUTABLE ${PROJECT_NAME}
)

if(BUILD_TESTING)
find_package(ament_lint_auto REQUIRED)
ament_lint_auto_find_test_dependencies()
endif()

ament_auto_package(
INSTALL_TO_SHARE
launch
config
)
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/**:
ros__parameters:
use_predicted_trajectory: true
use_imu_path: true
voxel_grid_x: 0.05
voxel_grid_y: 0.05
voxel_grid_z: 100000.0
min_generated_path_length: 0.5
expand_width: 0.1
longitudinal_offset: 2.0
t_response: 1.0
a_ego_min: -3.0
a_obj_min: -1.0
prediction_time_horizon: 1.5
prediction_time_interval: 0.1
aeb_hz: 10.0
Original file line number Diff line number Diff line change
@@ -0,0 +1,150 @@
// Copyright 2023 TIER IV, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

#ifndef AUTONOMOUS_EMERGENCY_BRAKING__NODE_HPP_
#define AUTONOMOUS_EMERGENCY_BRAKING__NODE_HPP_

#include <diagnostic_updater/diagnostic_updater.hpp>
#include <pcl_ros/transforms.hpp>
#include <rclcpp/rclcpp.hpp>
#include <vehicle_info_util/vehicle_info_util.hpp>

#include <autoware_auto_planning_msgs/msg/trajectory.hpp>
#include <autoware_auto_system_msgs/msg/autoware_state.hpp>
#include <autoware_auto_vehicle_msgs/msg/velocity_report.hpp>
#include <nav_msgs/msg/odometry.hpp>
#include <sensor_msgs/msg/imu.hpp>
#include <sensor_msgs/msg/point_cloud2.hpp>
#include <visualization_msgs/msg/marker.hpp>

#include <boost/optional.hpp>

#include <pcl/common/transforms.h>
#include <pcl/point_cloud.h>
#include <pcl/point_types.h>
#include <pcl_conversions/pcl_conversions.h>
#include <tf2_ros/buffer.h>
#include <tf2_ros/transform_listener.h>

#include <memory>
#include <mutex>
#include <string>
#include <vector>

namespace autoware::motion::control::autonomous_emergency_braking
{

using autoware_auto_planning_msgs::msg::Trajectory;
using autoware_auto_system_msgs::msg::AutowareState;
using autoware_auto_vehicle_msgs::msg::VelocityReport;
using nav_msgs::msg::Odometry;
using sensor_msgs::msg::Imu;
using sensor_msgs::msg::PointCloud2;
using PointCloud = pcl::PointCloud<pcl::PointXYZ>;
using diagnostic_updater::DiagnosticStatusWrapper;
using diagnostic_updater::Updater;
using tier4_autoware_utils::Point2d;
using tier4_autoware_utils::Polygon2d;
using vehicle_info_util::VehicleInfo;
using visualization_msgs::msg::Marker;
using visualization_msgs::msg::MarkerArray;
using Path = std::vector<geometry_msgs::msg::Pose>;

struct ObjectData
{
geometry_msgs::msg::Point position;
double velocity;
};

class AEB : public rclcpp::Node
{
public:
explicit AEB(const rclcpp::NodeOptions & node_options);

// subscriber
rclcpp::Subscription<PointCloud2>::SharedPtr sub_point_cloud_;
rclcpp::Subscription<VelocityReport>::SharedPtr sub_velocity_;
rclcpp::Subscription<Imu>::SharedPtr sub_imu_;
rclcpp::Subscription<Trajectory>::SharedPtr sub_predicted_traj_;
rclcpp::Subscription<AutowareState>::SharedPtr sub_autoware_state_;

// publisher
rclcpp::Publisher<sensor_msgs::msg::PointCloud2>::SharedPtr pub_obstacle_pointcloud_;
rclcpp::Publisher<MarkerArray>::SharedPtr debug_ego_path_publisher_; // debug

// timer
rclcpp::TimerBase::SharedPtr timer_;

// callback
void onPointCloud(const PointCloud2::ConstSharedPtr input_msg);
void onVelocity(const VelocityReport::ConstSharedPtr input_msg);
void onImu(const Imu::ConstSharedPtr input_msg);
void onTimer();
void onPredictedTrajectory(const Trajectory::ConstSharedPtr input_msg);
void onAutowareState(const AutowareState::ConstSharedPtr input_msg);

bool isDataReady();

// main function
void onCheckCollision(DiagnosticStatusWrapper & stat);
bool checkCollision();
bool hasCollision(
const double current_v, const Path & ego_path, const std::vector<Polygon2d> & ego_polys);

void generateEgoPath(
const double curr_v, const double curr_w, Path & path, std::vector<Polygon2d> & polygons);
void generateEgoPath(
const Trajectory & predicted_traj, Path & path, std::vector<Polygon2d> & polygons);
void createObjectData(
const Path & ego_path, const std::vector<Polygon2d> & ego_polys,
std::vector<ObjectData> & objects);

void addMarker(
const rclcpp::Time & current_time, const Path & path, const std::vector<Polygon2d> & polygons,
const double color_r, const double color_g, const double color_b, const double color_a,
const std::string & path_ns, const std::string & poly_ns, MarkerArray & debug_markers);

PointCloud2::SharedPtr obstacle_ros_pointcloud_ptr_{nullptr};
VelocityReport::ConstSharedPtr current_velocity_ptr_{nullptr};
Imu::ConstSharedPtr imu_ptr_{nullptr};
Trajectory::ConstSharedPtr predicted_traj_ptr_{nullptr};
AutowareState::ConstSharedPtr autoware_state_{nullptr};

tf2_ros::Buffer tf_buffer_{get_clock()};
tf2_ros::TransformListener tf_listener_{tf_buffer_};

// vehicle info
VehicleInfo vehicle_info_;

// diag
Updater updater_{this};

// member variables
bool use_predicted_trajectory_;
bool use_imu_path_;
double voxel_grid_x_;
double voxel_grid_y_;
double voxel_grid_z_;
double min_generated_path_length_;
double expand_width_;
double longitudinal_offset_;
double t_response_;
double a_ego_min_;
double a_obj_min_;
double prediction_time_horizon_;
double prediction_time_interval_;
};
} // namespace autoware::motion::control::autonomous_emergency_braking

#endif // AUTONOMOUS_EMERGENCY_BRAKING__NODE_HPP_
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<launch>
<arg name="param_path" default="$(find-pkg-share autonomous_emergency_braking)/config/autonomous_emergency_braking.param.yaml"/>
<arg name="input_pointcloud" default="/perception/obstacle_segmentation/pointcloud"/>
<arg name="input_velocity" default="/vehicle/status/velocity_status"/>
<arg name="input_imu" default="/sensing/imu/imu_data"/>
<arg name="input_odometry" default="/localization/kinematic_state"/>
<arg name="input_predicted_trajectory" default="/control/trajectory_follower/lateral/predicted_trajectory"/>

<node pkg="autonomous_emergency_braking" exec="autonomous_emergency_braking" name="autonomous_emergency_braking" output="screen">
<!-- load config files -->
<param from="$(var param_path)"/>
<!-- remap topic name -->
<remap from="~/input/pointcloud" to="$(var input_pointcloud)"/>
<remap from="~/input/velocity" to="$(var input_velocity)"/>
<remap from="~/input/imu" to="$(var input_imu)"/>
<remap from="~/input/odometry" to="$(var input_odometry)"/>
<remap from="~/input/predicted_trajectory" to="$(var input_predicted_trajectory)"/>
</node>
</launch>
42 changes: 42 additions & 0 deletions control/autonomous_emergency_braking/package.xml
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<?xml version="1.0"?>
<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
<package format="3">
<name>autonomous_emergency_braking</name>
<version>0.1.0</version>
<description>Autonomous Emergency Braking package as a ROS2 node</description>
<maintainer email="[email protected]">yutaka</maintainer>
<license>Apache License 2.0</license>

<buildtool_depend>ament_cmake</buildtool_depend>

<build_depend>autoware_cmake</build_depend>

<depend>autoware_auto_control_msgs</depend>
<depend>autoware_auto_system_msgs</depend>
<depend>autoware_auto_vehicle_msgs</depend>
<depend>diagnostic_updater</depend>
<depend>geometry_msgs</depend>
<depend>motion_utils</depend>
<depend>nav_msgs</depend>
<depend>pcl_conversions</depend>
<depend>pcl_ros</depend>
<depend>pointcloud_preprocessor</depend>
<depend>rclcpp</depend>
<depend>rclcpp_components</depend>
<depend>sensor_msgs</depend>
<depend>std_msgs</depend>
<depend>tf2</depend>
<depend>tf2_eigen</depend>
<depend>tf2_geometry_msgs</depend>
<depend>tf2_ros</depend>
<depend>tier4_autoware_utils</depend>
<depend>vehicle_info_util</depend>
<depend>visualization_msgs</depend>

<test_depend>ament_lint_auto</test_depend>
<test_depend>autoware_lint_common</test_depend>

<export>
<build_type>ament_cmake</build_type>
</export>
</package>
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