• (二)ROS系统架构及概念 ROS Architecture and Concepts 以Kinetic为主更新 附课件PPT


    第2章 ROS系统架构及概念 ROS Architecture and Concepts

    PPT说明:


    正文用白色,命令或代码用黄色,右下角为对应中文译著页码。

    这一章需要掌握ROS文件系统,运行图级,开源社区等概念,掌握基本命令,会写ROS节点,启动文件。

    属于ROS基础内容,可参考:

    ROS_Kinetic_04 ROS基础内容(一):http://blog.csdn.net/zhangrelay/article/details/51384724

    ROS_Kinetic_05 ROS基础内容(二):http://blog.csdn.net/zhangrelay/article/details/51388204

    ROS_Kinetic_06 ROS基础内容(三):http://blog.csdn.net/zhangrelay/article/details/51393800

    三层:

    •The Filesystem level
    •The Computation Graph level
    •The Community level

    文件系统是功能包的内部构成,文件夹结构,以及所需核心文件等;

    运行图级(计算图级)节点管理器,主题之间通信等;

    开源社区主要用于资料查找。

    $ sudo apt-get install tree

    需要查看文件夹列表,推荐使用上面命令。


    $ tree -L 1

    工作空间

    主要有三个文件夹构成src,devel,build,注意功能用途。

    $ cmake
    $ make
    
    $ catkin_make
    
    $ catkin build

    功能包

    $ rospack find usb_cam


    综合功能包



    $ rosstack find ros_tutorials
    /home/relaybot/catkin_ws/src/ros_tutorials/ros_tutorials

    消息

    $ rosmsg show std_msgs/Header

    理解掌握消息的类型。

    服务

    $ rossrv show turtlesim/Spawn


    计算图级

    节点


    主题


    服务


    消息


    消息记录包


    节点管理器master

    roscore

    参数服务器


    开源社区

    资料宝库!http://wiki.ros.org/cn/


    ROS系统试用练习

    ROS文件系统导航

    $ rospack find turtlesim
    /home/relaybot/catkin_ws/src/ros_tutorials/turtlesim
    
    $ rosstack find ros_comm
    /opt/ros/kinetic/share/ros_comm
    
    $ rosls turtlesim
    CHANGELOG.rst   images   launch  package.xml  srv
    CMakeLists.txt  include  msg     src          tutorials
    
    $ roscd turtlesim
    /catkin_ws/src/ros_tutorials/turtlesim$ pwd
    /home/relaybot/catkin_ws/src/ros_tutorials/turtlesim
    



    创建工作空间

    To see the workspace that ROS is using, use the following command:
    $ echo $ROS_PACKAGE_PATH
    
    You will see output similar to the following:
    /opt/ros/kinetic/share:/opt/ros/kinetic/stacks
    
    The folder that we are going to create is in ~/dev/catkin_ws/src/. 
    To add this folder, we use the following commands:
    $ mkdir –p ~/dev/catkin_ws/src
    $ cd ~/dev/catkin_ws/src
    $ catkin_init_workspace
    
    The next step is building the workspace. 
    To do this, we use  the following commands:
    $ cd ~/dev/catkin_ws
    $ catkin_make
    
    To finish the configuration, use the following command:
    $ source devel/setup.bash
    
    You should have this command at the end in your ~/.bashrc file because we used it in Chapter 1, Getting Started with ROS; 
    otherwise, you can add it using the following command:
    $ echo "source /opt/ros/kinetic/setup.bash" >> ~/.bashrc
    

    创建功能包与综合功能包

    We will create the new package in our recently initialized workspace using the following commands:
    $ cd ~/dev/catkin_ws/src
    $ catkin_create_pkg chapter2_tutorials std_msgs roscpp
    
    The format of this command includes the name of the package and the dependencies that will have the package, in our case, std_msgs and roscpp. This is shown in the following command:
    catkin_create_pkg [package_name] [dependency1] ... [dependencyN]
    

    编译功能包

    $ cd ~/dev/catkin_ws/
    $ catkin_make




    $ catkin_make --pkg chapter2_tutorials



    运行ROS节点

    $ roscore



    $ rosnode <param> -h
    $ rosnode list -h
    



    $ rosnode list



    $ rosrun turtlesim turtlesim_node



    $ rosnode info /turtlesim



    注意,这时的/turtle1/cmd_vel是[unknown type]。


    使用主题

    $ rostopic bw -h



    $ rosrun turtlesim turtle_teleop_key
    




    why?
    $ rosnode info /turtlesim



    $ rosnode info /teleop_turtle
    



    $ rostopic echo /turtle1/cmd_vel


    此处,说明使用下面命令替代原书中命令:

    $ rostopic pub /turtle1/cmd_vel geometry_msgs/Twist -r 1 -- '[1.0, 0.0, 0.0]' '[0.0, 0.0, 1.0]'
    

    补充图形化:

    $ rosrun rqt_publisher rqt_publisher
    



    使用服务

    $ rosservice list
    



    $ rosservice call /clear


    $ rosservice type /spawn | rossrv show
    $ rosservice type /spawn
    $ rossrv show turtlesim/Spawn
    


    使用参数服务器

    $ rosparam get /background_b
    $ rosparam set /background_b 50
    $ rosservice call clear
    


    创建节点

    example1_a.cpp



    #include "ros/ros.h"
    #include "std_msgs/String.h"
    #include <sstream>
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "example1_a");
      ros::NodeHandle n;
      ros::Publisher pub = n.advertise<std_msgs::String>("message", 1000);
      ros::Rate loop_rate(10);
      while (ros::ok())
      {
        std_msgs::String msg;
        std::stringstream ss;
        ss << " I am the example1_a node ";
        msg.data = ss.str();
        //ROS_INFO("%s", msg.data.c_str());
        pub.publish(msg);
        ros::spinOnce();
        loop_rate.sleep();
      }
      return 0;
    }

    代码解释参考书39-40页。


    example1_b.cpp


    #include "ros/ros.h"
    #include "std_msgs/String.h"
    
    void messageCallback(const std_msgs::String::ConstPtr& msg)
    {
      ROS_INFO("I heard: [%s]", msg->data.c_str());
    }
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "example1_b");
      ros::NodeHandle n;
      ros::Subscriber sub = n.subscribe("message", 1000, messageCallback);
      ros::spin();
      return 0;
    }


    编译节点

    补充,使用gedit,当然推荐用vim。



    需要修改CMakeLists.txt ,具体参考ppt或书41页。


    If ROS is not running on your computer, you will have to use the  following command:
    $ roscore
    
    You can check whether ROS is running using the rosnode list command as follows:
    $ rosnode list
    
    Now run both nodes in different shells:
    $ rosrun chapter2_tutorials example1_a
    $ rosrun chapter2_tutorials example1_b
    




    创建msg和srv文件

    $ rosmsg show chapter2_tutorials/chapter2_msg1
    



    $ rossrv show chapter2_tutorials/chapter2_srv1



    使用新建的srv和msg文件

    example2_a.cpp

    #include "ros/ros.h"
    #include "chapter2_tutorials/chapter2_srv1.h"
    
    bool add(chapter2_tutorials::chapter2_srv1::Request  &req,
             chapter2_tutorials::chapter2_srv1::Response &res)
    {
      res.sum = req.A + req.B + req.C;
      ROS_INFO("request: A=%d, B=%d C=%d", (int)req.A, (int)req.B, (int)req.C);
      ROS_INFO("sending back response: [%d]", (int)res.sum);
      return true;
    }
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "add_3_ints_server");
      ros::NodeHandle n;
    
      ros::ServiceServer service = n.advertiseService("add_3_ints", add);
      ROS_INFO("Ready to add 3 ints.");
      ros::spin();
    
      return 0;
    }

    注意,#include "chapter2_tutorials/chapter2_srv1.h",由编译系统依据srv或msg自动生成对应的.h。


    example2_b.cpp

    #include "ros/ros.h"
    #include "chapter2_tutorials/chapter2_srv1.h"
    #include <cstdlib>
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "add_3_ints_client");
      if (argc != 4)
      {
        ROS_INFO("usage: add_3_ints_client A B C ");
        return 1;
      }
    
      ros::NodeHandle n;
      ros::ServiceClient client = n.serviceClient<chapter2_tutorials::chapter2_srv1>("add_3_ints");
      chapter2_tutorials::chapter2_srv1 srv;
      srv.request.A = atoll(argv[1]);
      srv.request.B = atoll(argv[2]);
      srv.request.C = atoll(argv[3]);
      if (client.call(srv))
      {
        ROS_INFO("Sum: %ld", (long int)srv.response.sum);
      }
      else
      {
        ROS_ERROR("Failed to call service add_two_ints");
        return 1;
      }
    
      return 0;
    }

    Now execute the following command:
    $ cd ~/dev/catkin_ws
    $ catkin_make
    Execute the following command lines:
    $ rosrun chapter2_tutorials example2_a
    $ rosrun chapter2_tutorials example2_b 11 22 33
    




    example3_a.cpp

    #include "ros/ros.h"
    #include "chapter2_tutorials/chapter2_msg1.h"
    #include <sstream>
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "example3_a");
      ros::NodeHandle n;
      ros::Publisher pub = n.advertise<chapter2_tutorials::chapter2_msg1>("message", 1000);
      ros::Rate loop_rate(10);
      while (ros::ok())
      {
        chapter2_tutorials::chapter2_msg1 msg;
        msg.A = 1;
        msg.B = 2;
        msg.C = 3;
        pub.publish(msg);
        ros::spinOnce();
        loop_rate.sleep();
      }
      return 0;
    }

    example3_b.cpp

    #include "ros/ros.h"
    #include "chapter2_tutorials/chapter2_msg1.h"
    
    void messageCallback(const chapter2_tutorials::chapter2_msg1::ConstPtr& msg)
    {
      ROS_INFO("I heard: [%d] [%d] [%d]", msg->A, msg->B, msg->C);
    }
    
    int main(int argc, char **argv)
    {
      ros::init(argc, argv, "example3_b");
      ros::NodeHandle n;
      ros::Subscriber sub = n.subscribe("message", 1000, messageCallback);
      ros::spin();
      return 0;
    }

    补充48页:

    $ rosrun chapter2_tutorials example3_a
    
    $ rosrun chapter2_tutorials example3_b



    启动文件launch

    一次启动多个节点,但是调试信息等不显示。

    chapter2.launch

    <?xml version="1.0"?>
    <launch>
    	<node name ="chap2_example1_a" pkg="chapter2_tutorials" type="chap2_example1_a"/>
    	<node name ="chap2_example1_b" pkg="chapter2_tutorials" type="chap2_example1_b"/>
    </launch> 

    $ roslaunch chapter2_tutorials chapter2.launch




    动态参数

    chapter2.cfg  (Python)

    #!/usr/bin/env python
    PACKAGE = "chapter2_tutorials"
    
    from dynamic_reconfigure.parameter_generator_catkin import *
    
    gen = ParameterGenerator()
    
    gen.add("int_param",    int_t,    0, "An Integer parameter", 1,  0, 100)
    gen.add("double_param", double_t, 0, "A double parameter",    .1, 0,   1)
    gen.add("str_param",    str_t,    0, "A string parameter",  "Chapter2_dynamic_reconfigure")
    gen.add("bool_param",   bool_t,   0, "A Boolean parameter",  True)
    
    size_enum = gen.enum([ gen.const("Low",      int_t, 0, "Low is 0"),
                           gen.const("Medium",     int_t, 1, "Medium is 1"),
                           gen.const("High",      int_t, 2, "Hight is 2")],
                         "Select from the list")
    
    gen.add("size", int_t, 0, "Select from the list", 1, 0, 3, edit_method=size_enum)
    
    exit(gen.generate(PACKAGE, "chapter2_tutorials", "chapter2_"))

    example4.cpp

    #include <ros/ros.h>
    
    #include <dynamic_reconfigure/server.h>
    #include <chapter2_tutorials/chapter2_Config.h>
    
    void callback(chapter2_tutorials::chapter2_Config &config, uint32_t level) {
      ROS_INFO("Reconfigure Request: %d %f %s %s %d", 
                config.int_param, config.double_param, 
                config.str_param.c_str(), 
                config.bool_param?"True":"False", 
                config.size);
    }
    
    int main(int argc, char **argv) {
      ros::init(argc, argv, "example4");
    
      dynamic_reconfigure::Server<chapter2_tutorials::chapter2_Config> server;
      dynamic_reconfigure::Server<chapter2_tutorials::chapter2_Config>::CallbackType f;
    
      f = boost::bind(&callback, _1, _2);
      server.setCallback(f);
    
      ROS_INFO("Spinning node");
      ros::spin();
      return 0;
    }

    $ roscore
    $ rosrun chapter2_tutorials example4
    $ rosrun rqt_reconfigure rqt_reconfigure
    




    本章课件下载:http://download.csdn.net/detail/zhangrelay/9741016

    补充习题与答案:

    1 启动文件

    使用一个启动文件,启动小乌龟并绘制方形:

    turtlesim_drawsquare.launch

    <!--turtlesim drawsquare launch-->
    <launch>
    
      <node name="turtlesim_node1" pkg="turtlesim" type="turtlesim_node"/>
      <node name="turtlesim_node2" pkg="turtlesim" type="turtlesim_node"/>
      <node name="draw_square" pkg="turtlesim" type="draw_square"/>
      <node name="rqt_graph" pkg="rqt_graph" type="rqt_graph"/>
    
    </launch>



    2 节点和主题

    turtlesim区域覆盖(无障碍物)

    grid_clean.cpp

    #include "ros/ros.h"
    #include "geometry_msgs/Twist.h"
    #include "turtlesim/Pose.h"
    #include <sstream>
    
    using namespace std;
    
    ros::Publisher velocity_publisher;
    ros::Subscriber pose_subscriber;	// to determine the position for turning the robot in an absolute orientation --> in the setDesiredOrientation fn
    turtlesim::Pose turtlesim_pose;
    
    const double x_min = 0.0;
    const double y_min = 0.0;
    const double x_max = 11.0;
    const double y_max = 11.0;
    
    const double PI = 3.14159265359;
    
    void move(double speed, double distance, bool isForward);
    void rotate(double angular_speed, double angle, bool cloclwise);	//this will rotate the turtle at specified angle from its current angle
    double degrees2radians(double angle_in_degrees);		
    double setDesiredOrientation(double desired_angle_radians);	//this will rotate the turtle at an absolute angle, whatever its current angle is
    void poseCallback(const turtlesim::Pose::ConstPtr & pose_message);	//Callback fn everytime the turtle pose msg is published over the /turtle1/pose topic.
    void moveGoal(turtlesim::Pose goal_pose, double distance_tolerance);	//this will move robot to goal
    double getDistance(double x1, double y1, double x2, double y2);
    void gridClean();
    
    int main(int argc, char **argv)
    {
    	// Initiate new ROS node named "talker"
    	ros::init(argc, argv, "turtlesim_cleaner");
    	ros::NodeHandle n;
    	double speed, angular_speed;
    	double distance, angle;
    	bool isForward, clockwise;
    
    	velocity_publisher = n.advertise<geometry_msgs::Twist>("/turtle1/cmd_vel", 1000);
    	pose_subscriber = n.subscribe("/turtle1/pose", 10, poseCallback);	//call poseCallback everytime the turtle pose msg is published over the /turtle1/pose topic.
    	ros::Rate loop_rate(0.5);
    
    	//	/turtle1/cmd_vel is the Topic name
    	//	/geometry_msgs::Twist is the msg type 
    	ROS_INFO("
    
    
     ********START TESTING*********
    ");
    
    	/*********This is to move and rotate the robot as the user.**************
    	cout<<"enter speed: ";
    	cin>>speed;
    	cout<<"enter distance: ";
    	cin>>distance;
    	cout<<"forward?: ";
    	cin>>isForward;
    	move(speed, distance, isForward);
    						
    	cout<<"enter angular velocity: ";
    	cin>>angular_speed;
    	cout<<"enter angle: ";
    	cin>>angle;
    	cout<<"Clockwise?: ";
    	cin>>clockwise;
    	rotate(degrees2radians(angular_speed), degrees2radians(angle), clockwise);
    	*/
    
    	/**************This is to change the Absolute Orientation***************
    	setDesiredOrientation(degrees2radians(120));
    	ros::Rate loop_rate(0.5);
    	loop_rate.sleep();
    	setDesiredOrientation(degrees2radians(-60));
    	loop_rate.sleep();
    	setDesiredOrientation(degrees2radians(0));
    	*/
    
    
    	/****************This is to move the robot to a goal position*************
    	turtlesim::Pose goal_pose;
    	goal_pose.x = 1;
    	goal_pose.y = 1;
    	goal_pose.theta = 0;
    	moveGoal(goal_pose, 0.01);
    	loop_rate.sleep();	
    	*/
    
    	gridClean();
    
    	ros::spin();
    
    	return 0;
    }
    
    /**
     *  makes the robot move with a certain linear velocity for a 
     *  certain distance in a forward or backward straight direction. 
     */
    void move(double speed, double distance, bool isForward)
    {
    	geometry_msgs::Twist vel_msg;
    	//set a random linear velocity in the x-axis
    	if (isForward)
    		vel_msg.linear.x =abs(speed);
    	else
    		vel_msg.linear.x =-abs(speed);
    	vel_msg.linear.y =0;
    	vel_msg.linear.z =0;
    	//set a random angular velocity in the y-axis
    	vel_msg.angular.x = 0;
    	vel_msg.angular.y = 0;
    	vel_msg.angular.z =0;
    
    	double t0 = ros::Time::now().toSec();
    	double current_distance = 0.0;
    	ros::Rate loop_rate(100);
    	do{
    		velocity_publisher.publish(vel_msg);
    		double t1 = ros::Time::now().toSec();
    		current_distance = speed * (t1-t0);
    		ros::spinOnce();
    		loop_rate.sleep();
    		//cout<<(t1-t0)<<", "<<current_distance <<", "<<distance<<endl;
    	}while(current_distance<distance);
    	vel_msg.linear.x =0;
    	velocity_publisher.publish(vel_msg);
    }
    
    /**
     *  makes the robot turn with a certain angular velocity, for 
     *  a certain distance in either clockwise or counter-clockwise direction  
     */
    void rotate (double angular_speed, double relative_angle, bool clockwise)
    {
    	geometry_msgs::Twist vel_msg;
    	//set a random linear velocity in the x-axis
    	vel_msg.linear.x =0;
    	vel_msg.linear.y =0;
    	vel_msg.linear.z =0;
    	//set a random angular velocity in the y-axis
    	vel_msg.angular.x = 0;
    	vel_msg.angular.y = 0;
    	if (clockwise)
    		vel_msg.angular.z =-abs(angular_speed);
    	else
    	 	vel_msg.angular.z =abs(angular_speed);
    
    	double t0 = ros::Time::now().toSec();
    	double current_angle = 0.0;
    	ros::Rate loop_rate(1000);
    	do{
    		velocity_publisher.publish(vel_msg);
    		double t1 = ros::Time::now().toSec();
    		current_angle = angular_speed * (t1-t0);
    		ros::spinOnce();
    		loop_rate.sleep();
    		//cout<<(t1-t0)<<", "<<current_angle <<", "<<relative_angle<<endl;
    	}while(current_angle<relative_angle);
    	vel_msg.angular.z =0;
    	velocity_publisher.publish(vel_msg);
    }
    
    /**
     *  converts angles from degree to radians  
     */
    double degrees2radians(double angle_in_degrees)
    {
    	return angle_in_degrees *PI /180.0;
    }
    
    /**
     *  turns the robot to a desried absolute angle  
     */
    double setDesiredOrientation(double desired_angle_radians)
    {	
    	double relative_angle_radians = desired_angle_radians - turtlesim_pose.theta;
    	//if we want to turn at a perticular orientation, we subtract the current orientation from it
    	bool clockwise = ((relative_angle_radians<0)?true:false);
    	//cout<<desired_angle_radians <<","<<turtlesim_pose.theta<<","<<relative_angle_radians<<","<<clockwise<<endl;
    	rotate (abs(relative_angle_radians), abs(relative_angle_radians), clockwise);
    }
    
    /**
     * A callback function to update the pose of the robot  
     */
    void poseCallback(const turtlesim::Pose::ConstPtr & pose_message)
    {
    	turtlesim_pose.x=pose_message->x;
    	turtlesim_pose.y=pose_message->y;
    	turtlesim_pose.theta=pose_message->theta;
    }
    
    /*
     * A proportional controller to make the robot moves towards a goal pose
     */
    void moveGoal(turtlesim::Pose goal_pose, double distance_tolerance)
    {
    	//We implement a Proportional Controller. We need to go from (x,y) to (x',y'). Then, linear velocity v' = K ((x'-x)^2 + (y'-y)^2)^0.5 where K is the constant and ((x'-x)^2 + (y'-y)^2)^0.5 is the Euclidian distance. The steering angle theta = tan^-1(y'-y)/(x'-x) is the angle between these 2 points.
    	geometry_msgs::Twist vel_msg;
    
    	ros::Rate loop_rate(10);
    	do{
    		//linear velocity 
    		vel_msg.linear.x = 1.5*getDistance(turtlesim_pose.x, turtlesim_pose.y, goal_pose.x, goal_pose.y);
    		vel_msg.linear.y = 0;
    		vel_msg.linear.z = 0;
    		//angular velocity
    		vel_msg.angular.x = 0;
    		vel_msg.angular.y = 0;
    		vel_msg.angular.z = 4*(atan2(goal_pose.y - turtlesim_pose.y, goal_pose.x - turtlesim_pose.x)-turtlesim_pose.theta);
    
    		velocity_publisher.publish(vel_msg);
    
    		ros::spinOnce();
    		loop_rate.sleep();
    
    	}while(getDistance(turtlesim_pose.x, turtlesim_pose.y, goal_pose.x, goal_pose.y)>distance_tolerance);
    	cout<<"end move goal"<<endl;
    	vel_msg.linear.x = 0;
    	vel_msg.angular.z = 0;
    	velocity_publisher.publish(vel_msg);
    
    }
    
    /*
     * get the euclidian distance between two points 
     */
    double getDistance(double x1, double y1, double x2, double y2)
    {
    	return sqrt(pow((x2-x1),2) + pow((y2-y1),2));
    }
    
    /*
     * the cleaning appication function. returns true when completed.
     */
    void gridClean()
    {
    	ros::Rate loop(0.5);
    	turtlesim::Pose goal_pose;
    	goal_pose.x = 1;
    	goal_pose.y = 1;
    	goal_pose.theta = 0;
    	moveGoal(goal_pose, 0.01);
    	loop.sleep();
    	setDesiredOrientation(0);
    	loop.sleep();
    
    	move(2,9, true);
    	loop.sleep();
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,9,true);
    
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,1,true);
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,9, true);
    
    	rotate(degrees2radians(30), degrees2radians(90), true);
    	loop.sleep();
    	move(2,1,true);
    	rotate(degrees2radians(30), degrees2radians(90), true);
    	loop.sleep();
    	move(2,9, true);
    
    	//double distance = getDistance(turtlesim_pose.x, turtlesim_pose.y, x_max
    }




    spiral_clean.cpp

    #include "ros/ros.h"
    #include "geometry_msgs/Twist.h"
    #include "turtlesim/Pose.h"
    #include <sstream>
    
    using namespace std;
    
    ros::Publisher velocity_publisher;
    ros::Subscriber pose_subscriber;	// to determine the position for turning the robot in an absolute orientation --> in the setDesiredOrientation fn
    turtlesim::Pose turtlesim_pose;
    
    const double x_min = 0.0;
    const double y_min = 0.0;
    const double x_max = 11.0;
    const double y_max = 11.0;
    
    const double PI = 3.14159265359;
    
    void move(double speed, double distance, bool isForward);
    void rotate(double angular_speed, double angle, bool cloclwise);	//this will rotate the turtle at specified angle from its current angle
    double degrees2radians(double angle_in_degrees);		
    double setDesiredOrientation(double desired_angle_radians);	//this will rotate the turtle at an absolute angle, whatever its current angle is
    void poseCallback(const turtlesim::Pose::ConstPtr & pose_message);	//Callback fn everytime the turtle pose msg is published over the /turtle1/pose topic.
    void moveGoal(turtlesim::Pose goal_pose, double distance_tolerance);	//this will move robot to goal
    double getDistance(double x1, double y1, double x2, double y2);
    void gridClean();
    void spiralClean();
    
    int main(int argc, char **argv)
    {
    	// Initiate new ROS node named "talker"
    	ros::init(argc, argv, "turtlesim_cleaner");
    	ros::NodeHandle n;
    	double speed, angular_speed;
    	double distance, angle;
    	bool isForward, clockwise;
    
    	velocity_publisher = n.advertise<geometry_msgs::Twist>("/turtle1/cmd_vel", 1000);
    	pose_subscriber = n.subscribe("/turtle1/pose", 10, poseCallback);	//call poseCallback everytime the turtle pose msg is published over the /turtle1/pose topic.
    	ros::Rate loop_rate(0.5);
    
    	//	/turtle1/cmd_vel is the Topic name
    	//	/geometry_msgs::Twist is the msg type 
    	ROS_INFO("
    
    
     ********START TESTING*********
    ");
    
    	/*********This is to move and rotate the robot as the user.**************
    	cout<<"enter speed: ";
    	cin>>speed;
    	cout<<"enter distance: ";
    	cin>>distance;
    	cout<<"forward?: ";
    	cin>>isForward;
    	move(speed, distance, isForward);
    						
    	cout<<"enter angular velocity: ";
    	cin>>angular_speed;
    	cout<<"enter angle: ";
    	cin>>angle;
    	cout<<"Clockwise?: ";
    	cin>>clockwise;
    	rotate(degrees2radians(angular_speed), degrees2radians(angle), clockwise);
    	*/
    
    	/**************This is to change the Absolute Orientation***************
    	setDesiredOrientation(degrees2radians(120));
    	ros::Rate loop_rate(0.5);
    	loop_rate.sleep();
    	setDesiredOrientation(degrees2radians(-60));
    	loop_rate.sleep();
    	setDesiredOrientation(degrees2radians(0));
    	*/
    
    
    	/****************This is to move the robot to a goal position*************
    	turtlesim::Pose goal_pose;
    	goal_pose.x = 1;
    	goal_pose.y = 1;
    	goal_pose.theta = 0;
    	moveGoal(goal_pose, 0.01);
    	loop_rate.sleep();	
    	*/
    
    	//gridClean();	//for the grid clean
    
    	spiralClean();
    
    	ros::spin();
    
    	return 0;
    }
    
    /**
     *  makes the robot move with a certain linear velocity for a 
     *  certain distance in a forward or backward straight direction. 
     */
    void move(double speed, double distance, bool isForward)
    {
    	geometry_msgs::Twist vel_msg;
    	//set a random linear velocity in the x-axis
    	if (isForward)
    		vel_msg.linear.x =abs(speed);
    	else
    		vel_msg.linear.x =-abs(speed);
    	vel_msg.linear.y =0;
    	vel_msg.linear.z =0;
    	//set a random angular velocity in the y-axis
    	vel_msg.angular.x = 0;
    	vel_msg.angular.y = 0;
    	vel_msg.angular.z =0;
    
    	double t0 = ros::Time::now().toSec();
    	double current_distance = 0.0;
    	ros::Rate loop_rate(100);
    	do{
    		velocity_publisher.publish(vel_msg);
    		double t1 = ros::Time::now().toSec();
    		current_distance = speed * (t1-t0);
    		ros::spinOnce();
    		loop_rate.sleep();
    		//cout<<(t1-t0)<<", "<<current_distance <<", "<<distance<<endl;
    	}while(current_distance<distance);
    	vel_msg.linear.x =0;
    	velocity_publisher.publish(vel_msg);
    }
    
    /**
     *  makes the robot turn with a certain angular velocity, for 
     *  a certain distance in either clockwise or counter-clockwise direction  
     */
    void rotate (double angular_speed, double relative_angle, bool clockwise)
    {
    	geometry_msgs::Twist vel_msg;
    	//set a random linear velocity in the x-axis
    	vel_msg.linear.x =0;
    	vel_msg.linear.y =0;
    	vel_msg.linear.z =0;
    	//set a random angular velocity in the y-axis
    	vel_msg.angular.x = 0;
    	vel_msg.angular.y = 0;
    	if (clockwise)
    		vel_msg.angular.z =-abs(angular_speed);
    	else
    	 	vel_msg.angular.z =abs(angular_speed);
    
    	double t0 = ros::Time::now().toSec();
    	double current_angle = 0.0;
    	ros::Rate loop_rate(1000);
    	do{
    		velocity_publisher.publish(vel_msg);
    		double t1 = ros::Time::now().toSec();
    		current_angle = angular_speed * (t1-t0);
    		ros::spinOnce();
    		loop_rate.sleep();
    		//cout<<(t1-t0)<<", "<<current_angle <<", "<<relative_angle<<endl;
    	}while(current_angle<relative_angle);
    	vel_msg.angular.z =0;
    	velocity_publisher.publish(vel_msg);
    }
    
    /**
     *  converts angles from degree to radians  
     */
    double degrees2radians(double angle_in_degrees)
    {
    	return angle_in_degrees *PI /180.0;
    }
    
    /**
     *  turns the robot to a desried absolute angle  
     */
    double setDesiredOrientation(double desired_angle_radians)
    {	
    	double relative_angle_radians = desired_angle_radians - turtlesim_pose.theta;
    	//if we want to turn at a perticular orientation, we subtract the current orientation from it
    	bool clockwise = ((relative_angle_radians<0)?true:false);
    	//cout<<desired_angle_radians <<","<<turtlesim_pose.theta<<","<<relative_angle_radians<<","<<clockwise<<endl;
    	rotate (abs(relative_angle_radians), abs(relative_angle_radians), clockwise);
    }
    
    /**
     * A callback function to update the pose of the robot  
     */
    void poseCallback(const turtlesim::Pose::ConstPtr & pose_message)
    {
    	turtlesim_pose.x=pose_message->x;
    	turtlesim_pose.y=pose_message->y;
    	turtlesim_pose.theta=pose_message->theta;
    }
    
    /*
     * A proportional controller to make the robot moves towards a goal pose
     */
    void moveGoal(turtlesim::Pose goal_pose, double distance_tolerance)
    {
    	//We implement a Proportional Controller. We need to go from (x,y) to (x',y'). Then, linear velocity v' = K ((x'-x)^2 + (y'-y)^2)^0.5 where K is the constant and ((x'-x)^2 + (y'-y)^2)^0.5 is the Euclidian distance. The steering angle theta = tan^-1(y'-y)/(x'-x) is the angle between these 2 points.
    	geometry_msgs::Twist vel_msg;
    
    	ros::Rate loop_rate(10);
    	do{
    		//linear velocity 
    		vel_msg.linear.x = 1.5*getDistance(turtlesim_pose.x, turtlesim_pose.y, goal_pose.x, goal_pose.y);
    		vel_msg.linear.y = 0;
    		vel_msg.linear.z = 0;
    		//angular velocity
    		vel_msg.angular.x = 0;
    		vel_msg.angular.y = 0;
    		vel_msg.angular.z = 4*(atan2(goal_pose.y - turtlesim_pose.y, goal_pose.x - turtlesim_pose.x)-turtlesim_pose.theta);
    
    		velocity_publisher.publish(vel_msg);
    
    		ros::spinOnce();
    		loop_rate.sleep();
    
    	}while(getDistance(turtlesim_pose.x, turtlesim_pose.y, goal_pose.x, goal_pose.y)>distance_tolerance);
    	cout<<"end move goal"<<endl;
    	vel_msg.linear.x = 0;
    	vel_msg.angular.z = 0;
    	velocity_publisher.publish(vel_msg);
    
    }
    
    /*
     * get the euclidian distance between two points 
     */
    double getDistance(double x1, double y1, double x2, double y2)
    {
    	return sqrt(pow((x2-x1),2) + pow((y2-y1),2));
    }
    
    /*
     * the cleaning appication function. returns true when completed.
     */
    void gridClean()
    {
    	ros::Rate loop(0.5);
    	turtlesim::Pose goal_pose;
    	goal_pose.x = 1;
    	goal_pose.y = 1;
    	goal_pose.theta = 0;
    	moveGoal(goal_pose, 0.01);
    	loop.sleep();
    	setDesiredOrientation(0);
    	loop.sleep();
    
    	move(2,9, true);
    	loop.sleep();
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,9,true);
    
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,1,true);
    	rotate(degrees2radians(10), degrees2radians(90), false);
    	loop.sleep();
    	move(2,9, true);
    
    	rotate(degrees2radians(30), degrees2radians(90), true);
    	loop.sleep();
    	move(2,1,true);
    	rotate(degrees2radians(30), degrees2radians(90), true);
    	loop.sleep();
    	move(2,9, true);
    
    	//double distance = getDistance(turtlesim_pose.x, turtlesim_pose.y, x_max
    }
    
    void spiralClean()
    {
    	geometry_msgs::Twist vel_msg;
    	double count = 0;
    
    	double constant_speed = 4;
    	double vk = 1;
    	double wk = 2;
    	double rk = 0.5;
    	ros::Rate loop(1);
    
    	do{
    		rk = rk + 0.5;
    		vel_msg.linear.x = rk;
    		vel_msg.linear.y = 0;
    		vel_msg.linear.z = 0;
    
    		vel_msg.angular.x = 0;
    		vel_msg.angular.y = 0;
    		vel_msg.angular.z = constant_speed;
    
    		cout<<"vel_msg.linear.x = "<<vel_msg.linear.x<<endl;
    		cout<<"vel_msg.angular.z = "<<vel_msg.angular.z<<endl;
    		velocity_publisher.publish(vel_msg);
    		ros::spinOnce();
    
    		loop.sleep();
    		cout<<rk<<" , "<<vk <<" , "<<wk<<endl;
    	}while((turtlesim_pose.x<10.5)&&(turtlesim_pose.y<10.5));
    	vel_msg.linear.x = 0;
    	velocity_publisher.publish(vel_msg);
    
    }


    3 一个节点发布小乌龟位置姿态信息,另一个节点订阅并移动小乌龟到指定位姿。(参考示例Python)

    move.py

    #!/usr/bin/env python
    import rospy
    from geometry_msgs.msg import Twist
    
    def move():
        # Starts a new node
        rospy.init_node('robot_cleaner', anonymous=True)
        velocity_publisher = rospy.Publisher('/turtle1/cmd_vel', Twist, queue_size=10)
        vel_msg = Twist()
        
        #Receiveing the user's input
        print("Let's move your robot")
        speed = input("Input your speed:")
        distance = input("Type your distance:")
        isForward = input("Foward?: ")
        
        #Checking if the movement is forward or backwards
        if(isForward):
            vel_msg.linear.x = abs(speed)
        else:
            vel_msg.linear.x = -abs(speed)
        #Since we are moving just in x-axis
        vel_msg.linear.y = 0
        vel_msg.linear.z = 0
        vel_msg.angular.x = 0
        vel_msg.angular.y = 0
        vel_msg.angular.z = 0
        
        while not rospy.is_shutdown():
    
            #Setting the current time for distance calculus
            t0 = float(rospy.Time.now().to_sec())
            current_distance = 0
    
            #Loop to move the turtle in an specified distance
            while(current_distance < distance):
                #Publish the velocity
                velocity_publisher.publish(vel_msg)
                #Takes actual time to velocity calculus
                t1=float(rospy.Time.now().to_sec())
                #Calculates distancePoseStamped
                current_distance= speed*(t1-t0)
            #After the loop, stops the robot
            vel_msg.linear.x = 0
            #Force the robot to stop
            velocity_publisher.publish(vel_msg)
    
    if __name__ == '__main__':
        try:
            #Testing our function
            move()
        except rospy.ROSInterruptException: pass





    rotate.py

    #!/usr/bin/env python
    import rospy
    from geometry_msgs.msg import Twist
    PI = 3.1415926535897
    
    def rotate():
    
        #Starts a new node
        rospy.init_node('robot_cleaner', anonymous=True)
        velocity_publisher = rospy.Publisher('/turtle1/cmd_vel', Twist, queue_size=10)
        vel_msg = Twist()
    
        # Receiveing the user's input
        print("Let's rotate your robot")
        speed = input("Input your speed (degrees/sec):")
        angle = input("Type your distance (degrees):")
        clockwise = input("Clowkise?: ") #True or false
    
        #Converting from angles to radians
        angular_speed = speed*2*PI/360
        relative_angle = angle*2*PI/360
    
        #We wont use linear components
        vel_msg.linear.x=0
        vel_msg.linear.y=0
        vel_msg.linear.z=0
        vel_msg.angular.x = 0
        vel_msg.angular.y = 0
    
        # Checking if our movement is CW or CCW
        if clockwise:
            vel_msg.angular.z = -abs(angular_speed)
        else:
            vel_msg.angular.z = abs(angular_speed)
        # Setting the current time for distance calculus
        t0 = rospy.Time.now().to_sec()
        current_angle = 0
    
        while(current_angle < relative_angle):
            velocity_publisher.publish(vel_msg)
            t1 = rospy.Time.now().to_sec()
            current_angle = angular_speed*(t1-t0)
    
    
        #Forcing our robot to stop
        vel_msg.angular.z = 0
        velocity_publisher.publish(vel_msg)
        rospy.spin()
    
    if __name__ == '__main__':
        try:
            # Testing our function
            rotate()
        except rospy.ROSInterruptException:pass





    gotogoal.py

    #!/usr/bin/env python
    import rospy
    from geometry_msgs.msg  import Twist
    from turtlesim.msg import Pose
    from math import pow,atan2,sqrt
    
    class turtlebot():
    
        def __init__(self):
            #Creating our node,publisher and subscriber
            rospy.init_node('turtlebot_controller', anonymous=True)
            self.velocity_publisher = rospy.Publisher('/turtle1/cmd_vel', Twist, queue_size=10)
            self.pose_subscriber = rospy.Subscriber('/turtle1/pose', Pose, self.callback)
            self.pose = Pose()
            self.rate = rospy.Rate(10)
    
        #Callback function implementing the pose value received
        def callback(self, data):
            self.pose = data
            self.pose.x = round(self.pose.x, 4)
            self.pose.y = round(self.pose.y, 4)
    
        def get_distance(self, goal_x, goal_y):
            distance = sqrt(pow((goal_x - self.pose.x), 2) + pow((goal_y - self.pose.y), 2))
            return distance
    
        def move2goal(self):
            goal_pose = Pose()
            goal_pose.x = input("Set your x goal:")
            goal_pose.y = input("Set your y goal:")
            distance_tolerance = input("Set your tolerance:")
            vel_msg = Twist()
    
    
            while sqrt(pow((goal_pose.x - self.pose.x), 2) + pow((goal_pose.y - self.pose.y), 2)) >= distance_tolerance:
    
                #Porportional Controller
                #linear velocity in the x-axis:
                vel_msg.linear.x = 1.5 * sqrt(pow((goal_pose.x - self.pose.x), 2) + pow((goal_pose.y - self.pose.y), 2))
                vel_msg.linear.y = 0
                vel_msg.linear.z = 0
    
                #angular velocity in the z-axis:
                vel_msg.angular.x = 0
                vel_msg.angular.y = 0
                vel_msg.angular.z = 4 * (atan2(goal_pose.y - self.pose.y, goal_pose.x - self.pose.x) - self.pose.theta)
    
                #Publishing our vel_msg
                self.velocity_publisher.publish(vel_msg)
                self.rate.sleep()
            #Stopping our robot after the movement is over
            vel_msg.linear.x = 0
            vel_msg.angular.z =0
            self.velocity_publisher.publish(vel_msg)
    
            rospy.spin()
    
    if __name__ == '__main__':
        try:
            #Testing our function
            x = turtlebot()
            x.move2goal()
    
        except rospy.ROSInterruptException: pass





    -End-

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  • 原文地址:https://www.cnblogs.com/liang123/p/6324807.html
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