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机器人编程趣味实践14-机器人三维仿真(Gazebo+TurtleBot3)

2023-03-31 10:31:33 时间

之前,介绍了节点、主题、服务和行动等基本概念,以及rqt和rosbag2等工具。

采用了官方改版的二维环境,那么现在玩耍一下更为逼真的三维仿真环境吧。

  • 仿真软件Gazebo
  • 机器人TurtleBot3

TurtleBot3支持仿真开发环境,可以在仿真中用虚拟机器人编程开发。 有两种开发环境可以做到这一点,一种是使用带有 3D 可视化工具 RViz 的假节点,另一种是使用 3D 机器人模拟器 Gazebo。

  • 假节点适合用机器人模型和运动进行测试,但不支持传感器。
  • 如果需要执行 SLAM 或导航,Gazebo 将是一个可行的解决方案,因为它支持 IMU、LDS 和摄像头等传感器。

环境配置

# TURTLEBOT3_MODEL
export GAZEBO_MODEL_PATH=$GAZEBO_MODEL_PATH:/home/zhangrelay/RobSoft/turtlebot3/src/simulations/turtlebot3_gazebo/models
export TURTLEBOT3_MODEL=burger

# ROS2
source /opt/ros/foxy/setup.bash

#colcon
source /usr/share/colcon_cd/function/colcon_cd.sh

源码编译

可以使用deb直接安装:

  • sudo apt install ros-foxy-turtlebot3-gazebo

注意包要装全。

这里,采用源码编译如下:

  • colcon build

功能包列表如上所示。

仿真实践

1 启动环境

  • ros2 launch turtlebot3_gazebo empty_world.launch.py

蓝色射线为激光的可视化效果。

empty_world.launch代码如下:

import os

from ament_index_python.packages import get_package_share_directory
from launch import LaunchDescription
from launch.actions import ExecuteProcess
from launch.actions import IncludeLaunchDescription
from launch.launch_description_sources import PythonLaunchDescriptionSource
from launch.substitutions import LaunchConfiguration

TURTLEBOT3_MODEL = os.environ['TURTLEBOT3_MODEL']


def generate_launch_description():
    use_sim_time = LaunchConfiguration('use_sim_time', default='True')
    world_file_name = 'empty_worlds/' + TURTLEBOT3_MODEL + '.model'
    world = os.path.join(get_package_share_directory('turtlebot3_gazebo'),
                         'worlds', world_file_name)
    launch_file_dir = os.path.join(get_package_share_directory('turtlebot3_gazebo'), 'launch')
    pkg_gazebo_ros = get_package_share_directory('gazebo_ros')

    return LaunchDescription([
        IncludeLaunchDescription(
            PythonLaunchDescriptionSource(
                os.path.join(pkg_gazebo_ros, 'launch', 'gzserver.launch.py')
            ),
            launch_arguments={'world': world}.items(),
        ),

        IncludeLaunchDescription(
            PythonLaunchDescriptionSource(
                os.path.join(pkg_gazebo_ros, 'launch', 'gzclient.launch.py')
            ),
        ),

        ExecuteProcess(
            cmd=['ros2', 'param', 'set', '/gazebo', 'use_sim_time', use_sim_time],
            output='screen'),

        IncludeLaunchDescription(
            PythonLaunchDescriptionSource([launch_file_dir, '/robot_state_publisher.launch.py']),
            launch_arguments={'use_sim_time': use_sim_time}.items(),
        ),
    ])

2 圆周运动

之前和之前二维环境圆周运动的指令非常类似哦。

  • ros2 topic pub --rate 2 /cmd_vel geometry_msgs/msg/Twist "{linear: {x: 1.0, y: 0.0, z: 0.0}, angular: {x: 0.0, y: 0.0, z: 0.8}}"

3 键盘遥控

使用如下命令启动键盘遥控:

  • ros2 run turtlebot3_teleop teleop_keyboard

键盘遥控代码如下:

import os
import select
import sys
import rclpy

from geometry_msgs.msg import Twist
from rclpy.qos import QoSProfile

if os.name == 'nt':
    import msvcrt
else:
    import termios
    import tty

BURGER_MAX_LIN_VEL = 0.22
BURGER_MAX_ANG_VEL = 2.84

WAFFLE_MAX_LIN_VEL = 0.26
WAFFLE_MAX_ANG_VEL = 1.82

LIN_VEL_STEP_SIZE = 0.01
ANG_VEL_STEP_SIZE = 0.1

TURTLEBOT3_MODEL = os.environ['TURTLEBOT3_MODEL']

msg = """
Control Your TurtleBot3!
---------------------------
Moving around:
        w
   a    s    d
        x

w/x : increase/decrease linear velocity (Burger : ~ 0.22, Waffle and Waffle Pi : ~ 0.26)
a/d : increase/decrease angular velocity (Burger : ~ 2.84, Waffle and Waffle Pi : ~ 1.82)

space key, s : force stop

CTRL-C to quit
"""

e = """
Communications Failed
"""


def get_key(settings):
    if os.name == 'nt':
        return msvcrt.getch().decode('utf-8')
    tty.setraw(sys.stdin.fileno())
    rlist, _, _ = select.select([sys.stdin], [], [], 0.1)
    if rlist:
        key = sys.stdin.read(1)
    else:
        key = ''

    termios.tcsetattr(sys.stdin, termios.TCSADRAIN, settings)
    return key


def print_vels(target_linear_velocity, target_angular_velocity):
    print('currently:	linear velocity {0}	 angular velocity {1} '.format(
        target_linear_velocity,
        target_angular_velocity))


def make_simple_profile(output, input, slop):
    if input > output:
        output = min(input, output + slop)
    elif input < output:
        output = max(input, output - slop)
    else:
        output = input

    return output


def constrain(input_vel, low_bound, high_bound):
    if input_vel < low_bound:
        input_vel = low_bound
    elif input_vel > high_bound:
        input_vel = high_bound
    else:
        input_vel = input_vel

    return input_vel


def check_linear_limit_velocity(velocity):
    if TURTLEBOT3_MODEL == 'burger':
        return constrain(velocity, -BURGER_MAX_LIN_VEL, BURGER_MAX_LIN_VEL)
    else:
        return constrain(velocity, -WAFFLE_MAX_LIN_VEL, WAFFLE_MAX_LIN_VEL)


def check_angular_limit_velocity(velocity):
    if TURTLEBOT3_MODEL == 'burger':
        return constrain(velocity, -BURGER_MAX_ANG_VEL, BURGER_MAX_ANG_VEL)
    else:
        return constrain(velocity, -WAFFLE_MAX_ANG_VEL, WAFFLE_MAX_ANG_VEL)


def main():
    settings = None
    if os.name != 'nt':
        settings = termios.tcgetattr(sys.stdin)

    rclpy.init()

    qos = QoSProfile(depth=10)
    node = rclpy.create_node('teleop_keyboard')
    pub = node.create_publisher(Twist, 'cmd_vel', qos)

    status = 0
    target_linear_velocity = 0.0
    target_angular_velocity = 0.0
    control_linear_velocity = 0.0
    control_angular_velocity = 0.0

    try:
        print(msg)
        while(1):
            key = get_key(settings)
            if key == 'w':
                target_linear_velocity =
                    check_linear_limit_velocity(target_linear_velocity + LIN_VEL_STEP_SIZE)
                status = status + 1
                print_vels(target_linear_velocity, target_angular_velocity)
            elif key == 'x':
                target_linear_velocity =
                    check_linear_limit_velocity(target_linear_velocity - LIN_VEL_STEP_SIZE)
                status = status + 1
                print_vels(target_linear_velocity, target_angular_velocity)
            elif key == 'a':
                target_angular_velocity =
                    check_angular_limit_velocity(target_angular_velocity + ANG_VEL_STEP_SIZE)
                status = status + 1
                print_vels(target_linear_velocity, target_angular_velocity)
            elif key == 'd':
                target_angular_velocity =
                    check_angular_limit_velocity(target_angular_velocity - ANG_VEL_STEP_SIZE)
                status = status + 1
                print_vels(target_linear_velocity, target_angular_velocity)
            elif key == ' ' or key == 's':
                target_linear_velocity = 0.0
                control_linear_velocity = 0.0
                target_angular_velocity = 0.0
                control_angular_velocity = 0.0
                print_vels(target_linear_velocity, target_angular_velocity)
            else:
                if (key == 'x03'):
                    break

            if status == 20:
                print(msg)
                status = 0

            twist = Twist()

            control_linear_velocity = make_simple_profile(
                control_linear_velocity,
                target_linear_velocity,
                (LIN_VEL_STEP_SIZE / 2.0))

            twist.linear.x = control_linear_velocity
            twist.linear.y = 0.0
            twist.linear.z = 0.0

            control_angular_velocity = make_simple_profile(
                control_angular_velocity,
                target_angular_velocity,
                (ANG_VEL_STEP_SIZE / 2.0))

            twist.angular.x = 0.0
            twist.angular.y = 0.0
            twist.angular.z = control_angular_velocity

            pub.publish(twist)

    except Exception as e:
        print(e)

    finally:
        twist = Twist()
        twist.linear.x = 0.0
        twist.linear.y = 0.0
        twist.linear.z = 0.0

        twist.angular.x = 0.0
        twist.angular.y = 0.0
        twist.angular.z = 0.0

        pub.publish(twist)

        if os.name != 'nt':
            termios.tcsetattr(sys.stdin, termios.TCSADRAIN, settings)


if __name__ == '__main__':
    main()

简单加入中文方便使用:

阅读源码非常重要。

4 节点

5 主题

6 服务

ros2 service list -t

  • /apply_joint_effort [gazebo_msgs/srv/ApplyJointEffort]
  • /apply_link_wrench [gazebo_msgs/srv/ApplyLinkWrench]
  • /clear_joint_efforts [gazebo_msgs/srv/JointRequest]
  • /clear_link_wrenches [gazebo_msgs/srv/LinkRequest]
  • /delete_entity [gazebo_msgs/srv/DeleteEntity]
  • /gazebo/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /gazebo/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /gazebo/get_parameters [rcl_interfaces/srv/GetParameters]
  • /gazebo/list_parameters [rcl_interfaces/srv/ListParameters]
  • /gazebo/set_parameters [rcl_interfaces/srv/SetParameters]
  • /gazebo/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /get_model_list [gazebo_msgs/srv/GetModelList]
  • /pause_physics [std_srvs/srv/Empty]
  • /reset_simulation [std_srvs/srv/Empty]
  • /reset_world [std_srvs/srv/Empty]
  • /robot_state_publisher/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /robot_state_publisher/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /robot_state_publisher/get_parameters [rcl_interfaces/srv/GetParameters]
  • /robot_state_publisher/list_parameters [rcl_interfaces/srv/ListParameters]
  • /robot_state_publisher/set_parameters [rcl_interfaces/srv/SetParameters]
  • /robot_state_publisher/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /rqt_gui_py_node_4338/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /rqt_gui_py_node_4338/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /rqt_gui_py_node_4338/get_parameters [rcl_interfaces/srv/GetParameters]
  • /rqt_gui_py_node_4338/list_parameters [rcl_interfaces/srv/ListParameters]
  • /rqt_gui_py_node_4338/set_parameters [rcl_interfaces/srv/SetParameters]
  • /rqt_gui_py_node_4338/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /spawn_entity [gazebo_msgs/srv/SpawnEntity]
  • /teleop_keyboard/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /teleop_keyboard/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /teleop_keyboard/get_parameters [rcl_interfaces/srv/GetParameters]
  • /teleop_keyboard/list_parameters [rcl_interfaces/srv/ListParameters]
  • /teleop_keyboard/set_parameters [rcl_interfaces/srv/SetParameters]
  • /teleop_keyboard/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /turtlebot3_diff_drive/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /turtlebot3_diff_drive/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /turtlebot3_diff_drive/get_parameters [rcl_interfaces/srv/GetParameters]
  • /turtlebot3_diff_drive/list_parameters [rcl_interfaces/srv/ListParameters]
  • /turtlebot3_diff_drive/set_parameters [rcl_interfaces/srv/SetParameters]
  • /turtlebot3_diff_drive/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /turtlebot3_imu/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /turtlebot3_imu/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /turtlebot3_imu/get_parameters [rcl_interfaces/srv/GetParameters]
  • /turtlebot3_imu/list_parameters [rcl_interfaces/srv/ListParameters]
  • /turtlebot3_imu/set_parameters [rcl_interfaces/srv/SetParameters]
  • /turtlebot3_imu/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /turtlebot3_joint_state/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /turtlebot3_joint_state/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /turtlebot3_joint_state/get_parameters [rcl_interfaces/srv/GetParameters]
  • /turtlebot3_joint_state/list_parameters [rcl_interfaces/srv/ListParameters]
  • /turtlebot3_joint_state/set_parameters [rcl_interfaces/srv/SetParameters]
  • /turtlebot3_joint_state/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /turtlebot3_laserscan/describe_parameters [rcl_interfaces/srv/DescribeParameters]
  • /turtlebot3_laserscan/get_parameter_types [rcl_interfaces/srv/GetParameterTypes]
  • /turtlebot3_laserscan/get_parameters [rcl_interfaces/srv/GetParameters]
  • /turtlebot3_laserscan/list_parameters [rcl_interfaces/srv/ListParameters]
  • /turtlebot3_laserscan/set_parameters [rcl_interfaces/srv/SetParameters]
  • /turtlebot3_laserscan/set_parameters_atomically [rcl_interfaces/srv/SetParametersAtomically]
  • /unpause_physics [std_srvs/srv/Empty]

7 行动

SLAM和导航时候再补充。

8 更多

可参考前13篇中对应案例,在此三维环境中进行实践哦。

总结

由二维环境到三维环境,仿真更炫酷,但是原理和指令几乎一样,学一招全掌控!