ROS 2中如何将URDF加载到Gazebo

在本教程中,将学习在ROS 2中如何将URDF加载到Gazebo中。统一机器人描述格式URDF是ROS中机器人建模的标准格式。如果想了解更多有关URDF文件的相关信息,请查看本知乎专栏中上一教程的相应内容。

目录

一、前提条件

二、创建URDF文件

三、创建启动文件

四、编译构建软件包

五、启动该启动文件

一、前提条件

·已在Ubuntu Linux 20.04操作系统中安装好ROS 2 Foxy Fitzroy或更新的发行版,Galactic发行版是ROS 2目前的最新发行版。

·您已经创建好了一个ROS 2工作空间。在本教程中该工作空间的名称为“dev_ws”,代表“开发工作空间”。

·(可选)您在~/dev_ws/src目录中已经创建了一个名为two_wheeled_robot软件包,该软件包的具体设置可以参见这篇文章。如果您的软件包是其它名称,那也可以,只需要在涉及该软件包名称的地方替换成相应的软件包名称即可。

·(可选)您知道ROS 2中如何将仿真世界文件加载到Gazebo中

可以在Google Drive此处找到本教程中的所有文件。

二、创建URDF文件

打开一个新的终端窗口,并键入以下命令以进入到要在其中创建URDF文件的目录:

cd ~/dev_ws/src/two_wheeled_robot/urdf

创建一个名为two_wheeled_robot_nav2.urdf的新文件:

gedit two_wheeled_robot_nav2.urdf

在该URDF文件中复制粘贴下面这段代码

<?xml version="1.0"?>
<robot name="two_wheeled_robot" xmlns:xacro="http://ros.org/wiki/xacro">

  <!-- ****************** ROBOT CONSTANTS *******************************  -->
  <!-- Define the size of the robot's main chassis in meters -->
  <xacro:property name="base_width" value="0.39"/>
  <xacro:property name="base_length" value="0.70"/>
  <xacro:property name="base_height" value="0.20"/>
 
  <!-- Define the shape of the robot's two back wheels in meters -->
  <xacro:property name="wheel_radius" value="0.14"/>
  <xacro:property name="wheel_width" value="0.06"/>

  <!-- x-axis points forward, y-axis points to left, z-axis points upwards -->
  <!-- Define the gap between the wheel and chassis along y-axis in meters -->
  <xacro:property name="wheel_ygap" value="0.035"/>

  <!-- Position the wheels along the z-axis -->
  <xacro:property name="wheel_zoff" value="0.05"/>

  <!-- Position the wheels along the x-axis -->
  <xacro:property name="wheel_xoff" value="0.221"/>

  <!-- Position the caster wheel along the x-axis -->
  <xacro:property name="caster_xoff" value="0.217"/>

  <!-- Define intertial property macros  -->
  <xacro:macro name="box_inertia" params="m w h d">
    <inertial>
      <origin xyz="0 0 0" rpy="${pi/2} 0 ${pi/2}"/>
      <mass value="${m}"/>
      <inertia ixx="${(m/12) * (h*h + d*d)}" ixy="0.0" ixz="0.0" iyy="${(m/12) * (w*w + d*d)}" iyz="0.0" izz="${(m/12) * (w*w + h*h)}"/>
    </inertial>
  </xacro:macro>

  <xacro:macro name="cylinder_inertia" params="m r h">
    <inertial>
      <origin xyz="0 0 0" rpy="${pi/2} 0 0" />
      <mass value="${m}"/>
      <inertia ixx="${(m/12) * (3*r*r + h*h)}" ixy = "0" ixz = "0" iyy="${(m/12) * (3*r*r + h*h)}" iyz = "0" izz="${(m/2) * (r*r)}"/>
    </inertial>
  </xacro:macro>

  <xacro:macro name="sphere_inertia" params="m r">
    <inertial>
      <mass value="${m}"/>
      <inertia ixx="${(2/5) * m * (r*r)}" ixy="0.0" ixz="0.0" iyy="${(2/5) * m * (r*r)}" iyz="0.0" izz="${(2/5) * m * (r*r)}"/>
    </inertial>
  </xacro:macro>
 
  <!-- ********************** ROBOT BASE *********************************  -->
  <link name="base_link">
    <visual>
      <origin xyz="0 0 -0.05" rpy="1.5707963267949 0 3.141592654"/>
      <geometry>
        <mesh filename="file://$(find two_wheeled_robot)/meshes/robot_base.stl" />
      </geometry>
      <material name="Red">
        <color rgba="1.0 0.0 0.0 1.0"/>
      </material>
    </visual>

    <collision>
      <geometry>
        <box size="${base_length} ${base_width} ${base_height}"/>
      </geometry>
    </collision>

    <xacro:box_inertia m="15.0" w="${base_width}" d="${base_length}" h="${base_height}"/>
  </link>

  <gazebo reference="base_link">
    <material>Gazebo/Red</material>
  </gazebo>

 
  <!-- ****************** ROBOT BASE FOOTPRINT ***************************  -->
  <!-- Define the center of the main robot chassis projected on the ground -->	
  <link name="base_footprint">
  	<xacro:box_inertia m="0" w="0" d="0" h="0"/>
  </link>

  <!-- The base footprint of the robot is located underneath the chassis -->
  <joint name="base_joint" type="fixed">
    <parent link="base_link"/>
    <child link="base_footprint"/>
    <origin xyz="0.0 0.0 ${-(wheel_radius+wheel_zoff)}" rpy="0 0 0"/>
  </joint>

  <!-- *********************** DRIVE WHEELS ******************************  -->
  <xacro:macro name="wheel" params="prefix x_reflect y_reflect">
    <link name="${prefix}_link">
      <visual>
        <origin xyz="0 0 0" rpy="${pi/2} 0 0"/>
        <geometry>
            <cylinder radius="${wheel_radius}" length="${wheel_width}"/>
        </geometry>
        <material name="Gray">
          <color rgba="0.5 0.5 0.5 1.0"/>
        </material>
      </visual>

      <collision>
        <origin xyz="0 0 0" rpy="${pi/2} 0 0"/> 
        <geometry>
          <cylinder radius="${wheel_radius}" length="${wheel_width}"/>
        </geometry>
      </collision>

      <xacro:cylinder_inertia m="0.5" r="${wheel_radius}" h="${wheel_width}"/>
    </link>

    <!-- Connect the wheels to the base_link at the appropriate location, and 
         define a continuous joint to allow the wheels to freely rotate about
         an axis -->
    <joint name="${prefix}_joint" type="continuous">
      <parent link="base_link"/>
      <child link="${prefix}_link"/>
      <origin xyz="${x_reflect*wheel_xoff} ${y_reflect*(base_width/2+wheel_ygap)} ${-wheel_zoff}" rpy="0 0 0"/>
      <axis xyz="0 1 0"/>
    </joint>
  </xacro:macro>

  <!-- Instantiate two wheels using the macro we just made through the 
       xacro:wheel tags. We also define the parameters to have one wheel
       on both sides at the back of our robot (i.e. x_reflect=-1). -->
  <xacro:wheel prefix="drivewhl_l" x_reflect="-1" y_reflect="1" />
  <xacro:wheel prefix="drivewhl_r" x_reflect="-1" y_reflect="-1" />

  <!-- *********************** CASTER WHEEL ******************************  -->
  <!-- We add a caster wheel. It will be modeled as sphere.
       We define the wheel’s geometry, material and the joint to connect it to 
       base_link at the appropriate location. -->
  <link name="front_caster">
    <visual>
      <geometry>
        <sphere radius="${(wheel_radius+wheel_zoff-(base_height/2))}"/>
      </geometry>
      <material name="Cyan">
        <color rgba="0 1.0 1.0 1.0"/>
      </material>
    </visual>

    <collision>
      <origin xyz="0 0 0" rpy="0 0 0"/>
      <geometry>
        <sphere radius="${(wheel_radius+wheel_zoff-(base_height/2))}"/>
      </geometry>
    </collision>

    <xacro:sphere_inertia m="0.5" r="${(wheel_radius+wheel_zoff-(base_height/2))}"/>
  </link>
 
  <gazebo reference="front_caster">
    <mu1>0.01</mu1>
    <mu2>0.01</mu2>
    <material>Gazebo/White</material>
  </gazebo>

  <joint name="caster_joint" type="fixed">
    <parent link="base_link"/>
    <child link="front_caster"/>
    <origin xyz="${caster_xoff} 0.0 ${-(base_height/2)}" rpy="0 0 0"/>
  </joint>

  <!-- *********************** IMU SETUP *********************************  -->
  <!-- Each sensor must be attached to a link.                              --> 
  <link name="imu_link">
    <visual>
      <geometry>
        <box size="0.1 0.1 0.1"/>
      </geometry>
    </visual>
 
    <collision>
      <geometry>
        <box size="0.1 0.1 0.1"/>
      </geometry>
    </collision>
 
    <xacro:box_inertia m="0.1" w="0.1" d="0.1" h="0.1"/>
  </link>
 
  <joint name="imu_joint" type="fixed">
    <parent link="base_link"/>
    <child link="imu_link"/>
    <origin xyz="0 0 0.01"/>
  </joint>
 
  <gazebo reference="imu_link">
    <gravity>true</gravity>
    <sensor name="twr_imu" type="imu">
      <always_on>true</always_on>
      <update_rate>100</update_rate>
      <visualize>true</visualize>
      <imu>
        <orientation>
          <x>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-3</stddev>
            </noise>
          </x>
          <y>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-3</stddev>
            </noise>
          </y>
          <z>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-3</stddev>
            </noise>
          </z>
        </orientation>
        <angular_velocity>
          <x>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-4</stddev>
            </noise>
          </x>
          <y>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-4</stddev>
            </noise>
          </y>
          <z>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>2e-4</stddev>
            </noise>
          </z>
        </angular_velocity>
        <linear_acceleration>
          <x>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>1.7e-2</stddev>
            </noise>
          </x>
          <y>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>1.7e-2</stddev>
            </noise>
          </y>
          <z>
            <noise type="gaussian">
              <mean>0.0</mean>
              <stddev>1.7e-2</stddev>
            </noise>
          </z>
        </linear_acceleration>
      </imu>
      <plugin name="two_wheeled_robot_imu" filename="libgazebo_ros_imu_sensor.so">
        <initial_orientation_as_reference>false</initial_orientation_as_reference>
        <frame_name>imu_link</frame_name>
        <ros>
          <namespace>/imu</namespace>
          <remapping>~/out:=data</remapping>
        </ros>
      </plugin>
    </sensor>
</gazebo>

  <!-- *********************** LIDAR SETUP **********************************  -->
 <link name="lidar_link">
    <inertial>
      <origin xyz="0 0 0" rpy="0 0 0"/>
      <mass value="0.125"/>
      <inertia ixx="0.001"  ixy="0"  ixz="0" iyy="0.001" iyz="0" izz="0.001" />
    </inertial>

    <collision>
      <origin xyz="0 0 0" rpy="0 0 0"/>
      <geometry>
         <cylinder radius="0.0508" length="0.75"/>
      </geometry>
    </collision>

    <visual>
      <origin xyz="0 0 0" rpy="0 0 0"/>
      <geometry>
         <cylinder radius="0.0508" length="0.75"/>
      </geometry>
    </visual>
  </link>
 
  <joint name="lidar_joint" type="fixed">
    <parent link="base_link"/>
    <child link="lidar_link"/>
    <origin xyz="0.215 0.0 0.30" rpy="0 0 0"/>
  </joint>
 
  <gazebo reference="lidar_link">
    <sensor name="lidar" type="ray">
      <always_on>true</always_on>
      <visualize>true</visualize>
      <update_rate>5</update_rate>
      <ray>
        <scan>
          <horizontal>
            <samples>120</samples>
            <resolution>1.000000</resolution>
            <min_angle>-3.14159</min_angle>
            <max_angle>3.14159</max_angle>
          </horizontal>
        </scan>
        <range>
          <min>0.3</min>
          <max>15.0</max>
          <resolution>0.015</resolution>
        </range>
        <noise>
          <type>gaussian</type>
          <mean>0.0</mean>
          <stddev>0.01</stddev>
        </noise>
      </ray>
      <plugin name="scan" filename="libgazebo_ros_ray_sensor.so">
        <ros>
          <remapping>~/out:=scan</remapping>
        </ros>
        <output_type>sensor_msgs/LaserScan</output_type>
        <frame_name>lidar_link</frame_name>
      </plugin>
    </sensor>
  </gazebo>
  <gazebo reference="lidar_link">
    <mu1>0.01</mu1>
    <mu2>0.01</mu2>
    <material>Gazebo/Black</material>
  </gazebo>


 <!-- *********************** WHEEL ODOMETRY ***************************    --> 
  <gazebo>
    <plugin name="two_wheeled_robot_diff_drive" filename="libgazebo_ros_diff_drive.so">

      <update_rate>30</update_rate>
 
      <!-- wheels -->
      <left_joint>drivewhl_l_joint</left_joint>
      <right_joint>drivewhl_r_joint</right_joint>

      <!-- kinematics -->
      <wheel_separation>0.52</wheel_separation>
      <wheel_diameter>0.28</wheel_diameter>

      <!-- limits -->
      <max_wheel_torque>20</max_wheel_torque>
      <max_wheel_acceleration>1.0</max_wheel_acceleration>

      <!-- Receive velocity commands on this ROS topic -->
      <command_topic>cmd_vel</command_topic>

      <!-- output -->
      <!-- When false, publish no wheel odometry data to a ROS topic -->
      <publish_odom>true</publish_odom>

      <!-- When true, publish coordinate transform from odom to base_footprint -->
      <!-- I usually use the robot_localization package to publish this transform -->   
      <publish_odom_tf>false</publish_odom_tf>
 
      <!-- When true, publish coordinate transform from base_link to the wheels -->
      <!-- The robot_state_publisher package is often used to publish this transform -->   
      <publish_wheel_tf>true</publish_wheel_tf>

      <odometry_topic>odom</odometry_topic>
      <odometry_frame>odom</odometry_frame>
      <robot_base_frame>base_link</robot_base_frame>

      <odometry_source>1</odometry_source>
      <ros>
        <remapping>odom:=wheel/odometry</remapping>
      </ros>
    </plugin>
  </gazebo>
</robot>

保存并关闭该文件。

三、创建启动文件

现在来创建启动文件。

进入到launch目录并创建名为launch_urdf_into_gazebo.launch.py的启动文件,其命令如下:

cd ~/dev_ws/src/two_wheeled_robot/launch
gedit launch_urdf_into_gazebo.launch.py

将下面这段代码复制并粘贴到该文件中:

# Author: Addison Sears-Collins
# Date: September 23, 2021
# Description: Load a URDF and world file into Gazebo.
# https://automaticaddison.com
 
import os
from launch import LaunchDescription
from launch.actions import DeclareLaunchArgument, ExecuteProcess, IncludeLaunchDescription
from launch.conditions import IfCondition, UnlessCondition
from launch.launch_description_sources import PythonLaunchDescriptionSource
from launch.substitutions import Command, LaunchConfiguration, PythonExpression
from launch_ros.actions import Node
from launch_ros.substitutions import FindPackageShare
 
 
def generate_launch_description():
 
  # Constants for paths to different files and folders
  gazebo_models_path = 'models'
  package_name = 'two_wheeled_robot'
  robot_name_in_model = 'two_wheeled_robot'
  rviz_config_file_path = 'rviz/urdf_gazebo_config.rviz'
  urdf_file_path = 'urdf/two_wheeled_robot_nav2.urdf'
  world_file_path = 'worlds/neighborhood.world'
 
  # Pose where we want to spawn the robot
  spawn_x_val = '0.0'
  spawn_y_val = '0.0'
  spawn_z_val = '0.0'
  spawn_yaw_val = '0.00'
 
  ############ You do not need to change anything below this line #############
 
  # Set the path to different files and folders.  
  pkg_gazebo_ros = FindPackageShare(package='gazebo_ros').find('gazebo_ros')   
  pkg_share = FindPackageShare(package=package_name).find(package_name)
  default_urdf_model_path = os.path.join(pkg_share, urdf_file_path)
  default_rviz_config_path = os.path.join(pkg_share, rviz_config_file_path)
  world_path = os.path.join(pkg_share, world_file_path)
  gazebo_models_path = os.path.join(pkg_share, gazebo_models_path)
  os.environ["GAZEBO_MODEL_PATH"] = gazebo_models_path
 
  # Launch configuration variables specific to simulation
  gui = LaunchConfiguration('gui')
  headless = LaunchConfiguration('headless')
  namespace = LaunchConfiguration('namespace')
  rviz_config_file = LaunchConfiguration('rviz_config_file')
  urdf_model = LaunchConfiguration('urdf_model')
  use_namespace = LaunchConfiguration('use_namespace')
  use_robot_state_pub = LaunchConfiguration('use_robot_state_pub')
  use_rviz = LaunchConfiguration('use_rviz')
  use_sim_time = LaunchConfiguration('use_sim_time')
  use_simulator = LaunchConfiguration('use_simulator')
  world = LaunchConfiguration('world')
 
  # Declare the launch arguments  
  declare_use_joint_state_publisher_cmd = DeclareLaunchArgument(
    name='gui',
    default_value='True',
    description='Flag to enable joint_state_publisher_gui')
 
  declare_namespace_cmd = DeclareLaunchArgument(
    name='namespace',
    default_value='',
    description='Top-level namespace')
 
  declare_use_namespace_cmd = DeclareLaunchArgument(
    name='use_namespace',
    default_value='false',
    description='Whether to apply a namespace to the navigation stack')
 
  declare_rviz_config_file_cmd = DeclareLaunchArgument(
    name='rviz_config_file',
    default_value=default_rviz_config_path,
    description='Full path to the RVIZ config file to use')
 
  declare_simulator_cmd = DeclareLaunchArgument(
    name='headless',
    default_value='False',
    description='Whether to execute gzclient')
 
  declare_urdf_model_path_cmd = DeclareLaunchArgument(
    name='urdf_model', 
    default_value=default_urdf_model_path, 
    description='Absolute path to robot urdf file')
 
  declare_use_robot_state_pub_cmd = DeclareLaunchArgument(
    name='use_robot_state_pub',
    default_value='True',
    description='Whether to start the robot state publisher')
 
  declare_use_rviz_cmd = DeclareLaunchArgument(
    name='use_rviz',
    default_value='True',
    description='Whether to start RVIZ')
 
  declare_use_sim_time_cmd = DeclareLaunchArgument(
    name='use_sim_time',
    default_value='true',
    description='Use simulation (Gazebo) clock if true')
 
  declare_use_simulator_cmd = DeclareLaunchArgument(
    name='use_simulator',
    default_value='True',
    description='Whether to start the simulator')
 
  declare_world_cmd = DeclareLaunchArgument(
    name='world',
    default_value=world_path,
    description='Full path to the world model file to load')
 
  # Subscribe to the joint states of the robot, and publish the 3D pose of each link.    
  start_robot_state_publisher_cmd = Node(
    package='robot_state_publisher',
    executable='robot_state_publisher',
    parameters=[{'robot_description': Command(['xacro ', urdf_model])}])
 
  # Publish the joint states of the robot
  start_joint_state_publisher_cmd = Node(
    package='joint_state_publisher',
    executable='joint_state_publisher',
    name='joint_state_publisher',
    condition=UnlessCondition(gui))
 
  # Launch RViz
  start_rviz_cmd = Node(
    package='rviz2',
    executable='rviz2',
    name='rviz2',
    output='screen',
    arguments=['-d', rviz_config_file])
 
  # Start Gazebo server
  start_gazebo_server_cmd = IncludeLaunchDescription(
    PythonLaunchDescriptionSource(os.path.join(pkg_gazebo_ros, 'launch', 'gzserver.launch.py')),
    condition=IfCondition(use_simulator),
    launch_arguments={'world': world}.items())
 
  # Start Gazebo client    
  start_gazebo_client_cmd = IncludeLaunchDescription(
    PythonLaunchDescriptionSource(os.path.join(pkg_gazebo_ros, 'launch', 'gzclient.launch.py')),
    condition=IfCondition(PythonExpression([use_simulator, ' and not ', headless])))
 
  # Launch the robot
  spawn_entity_cmd = Node(
    package='gazebo_ros', 
    executable='spawn_entity.py',
    arguments=['-entity', robot_name_in_model, 
                '-topic', 'robot_description',
                    '-x', spawn_x_val,
                    '-y', spawn_y_val,
                    '-z', spawn_z_val,
                    '-Y', spawn_yaw_val],
                    output='screen')
 
  # Create the launch description and populate
  ld = LaunchDescription()
 
  # Declare the launch options
  ld.add_action(declare_use_joint_state_publisher_cmd)
  ld.add_action(declare_namespace_cmd)
  ld.add_action(declare_use_namespace_cmd)
  ld.add_action(declare_rviz_config_file_cmd)
  ld.add_action(declare_simulator_cmd)
  ld.add_action(declare_urdf_model_path_cmd)
  ld.add_action(declare_use_robot_state_pub_cmd)  
  ld.add_action(declare_use_rviz_cmd) 
  ld.add_action(declare_use_sim_time_cmd)
  ld.add_action(declare_use_simulator_cmd)
  ld.add_action(declare_world_cmd)
 
  # Add any actions
  ld.add_action(start_gazebo_server_cmd)
  ld.add_action(start_gazebo_client_cmd)
  ld.add_action(spawn_entity_cmd)
  ld.add_action(start_robot_state_publisher_cmd)
  ld.add_action(start_joint_state_publisher_cmd)
  ld.add_action(start_rviz_cmd)
 
  return ld

保存并关闭该文件。

四、编译构建软件包

进入到工作空间的根目录中:

cd ~/dev_ws

编译该软件包:

colcon build

如果在您的工作空间中还有其它软件包,而且您只想构建该软件包,则需要键入以下命令:

colcon build --packages-select two_wheeled_robot

五、启动该启动文件

现在来启动该启动文件:

cd ~/dev_ws/
ros2 launch two_wheeled_robot launch_urdf_into_gazebo.launch.py

这样就应该会出现如下图所示的Gazebo界面:

同时您还会看到RViz窗口。可以将Fixed Frame字段值更改为“base_link”以便显示出机器人:

本教程就是这样。

*英语原文地址:automaticaddison.com/ho