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20 篇文章
1
ROS1&2机器人操作系统免安装在线自主学习平台简介和官方第三方教程列表
2
机器人操作系统二(ROS2)- 启程 Departure
3
机器人操作系统二(ROS2)- 修行 Taoism
4
机器人操作系统二(ROS2)- 仿真 Simulation
5
机器人操作系统二(ROS2)- 实践 Practice
6
ROS2与Arduino发布订阅
7
ROS2网络多机通信DDS和安全加密SROS(多机器人系统)
8
ROS2实时性案例分析之倒立摆系统使用(Inverted pendulum)
9
机器人实践课程镜像分享及使用说明(Arduino+ROS1+ROS2+Gazebo+SLAM+...)
10
使用机器人操作系统ROS 2和仿真软件Gazebo 9搭建机器人教程(一)
11
使用机器人操作系统ROS 2和仿真软件Gazebo 9命令遥控可视化教程(二)
12
使用机器人操作系统ROS 2和仿真软件Gazebo 9环境综合测试教程(三)
13
使用机器人操作系统ROS 2和仿真软件Gazebo 9目标跟踪实践(四)
14
使用机器人操作系统ROS 2和仿真软件Gazebo 9多机器人实践(五)
15
使用机器人操作系统ROS 2和仿真软件Gazebo 9激光传感器算法进阶(六)
16
使用机器人操作系统ROS 2和仿真软件Gazebo 9主题进阶实战(七)- mobot速度发布与里程计订阅
17
使用机器人操作系统ROS 2和仿真软件Gazebo 9服务进阶实战(八)- mobot行驶至目标位置
18
使用机器人操作系统ROS 2和仿真软件Gazebo 9行动进阶实战(九)- mobot区域巡逻
19
ROS 2 Foxy Fitzroy遇见Ubuntu 20.04
20
使用ROS2机器人操作系统进行多机器人编程技术实践(Multi-Robot Programming Via ROS2 )

使用机器人操作系统ROS 2和仿真软件Gazebo 9行动进阶实战(九)- mobot区域巡逻

行动(action)比服务更为灵活和复杂。在给出行动具体说明之前,先简要复习一下:

主题-服务-行动:

场合

具体细节

服务/行动对比

从上面可以非常明显的看出,服务和行动的差异。

那么实践任务如下:

  • 用行动实现第8讲中,第三种服务的功能,单目标点多参数;

行动实践1

  • 用行动实现mobot在室内环境各房间的巡逻,多目标点多参数;

行动实践2

  • 用行动实现mobot在室外跑道的巡逻,多目标点多参数不确定。

行动实践3-日光

行动实践3-灯光

由此,需要融合OpenAI,OpenCV和BT。从机器人主题,服务过渡到行为。

然而行为的组合,不同状态行为的切换,构成了新的挑战,进一步学习:

熟练掌握相应算法进一步可扩展:

  • 物流机器人(点点轨迹,任务调度)
  • 清扫机器人(区域覆盖,协作协同)

行为(action)基础复习:

斐波那契数列与黄金分割

行为服务器端:

  • 非推荐,ros1代码风格
代码语言:javascript
复制
#include <inttypes.h>
#include <memory>
#include "example_interfaces/action/fibonacci.hpp"
#include "rclcpp/rclcpp.hpp"
// TODO(jacobperron): Remove this once it is included as part of 'rclcpp.hpp'
#include "rclcpp_action/rclcpp_action.hpp"

using Fibonacci = example_interfaces::action::Fibonacci;
using GoalHandleFibonacci = rclcpp_action::ServerGoalHandle<Fibonacci>;

rclcpp_action::GoalResponse handle_goal(
  const rclcpp_action::GoalUUID & uuid, std::shared_ptr<const Fibonacci::Goal> goal)
{
  RCLCPP_INFO(rclcpp::get_logger("server"), "Got goal request with order %d", goal->order);
  (void)uuid;
  // Let's reject sequences that are over 9000
  if (goal->order > 9000) {
    return rclcpp_action::GoalResponse::REJECT;
  }
  return rclcpp_action::GoalResponse::ACCEPT_AND_EXECUTE;
}

rclcpp_action::CancelResponse handle_cancel(
  const std::shared_ptr<GoalHandleFibonacci> goal_handle)
{
  RCLCPP_INFO(rclcpp::get_logger("server"), "Got request to cancel goal");
  (void)goal_handle;
  return rclcpp_action::CancelResponse::ACCEPT;
}

void execute(
  const std::shared_ptr<GoalHandleFibonacci> goal_handle)
{
  RCLCPP_INFO(rclcpp::get_logger("server"), "Executing goal");
  rclcpp::Rate loop_rate(1);
  const auto goal = goal_handle->get_goal();
  auto feedback = std::make_shared<Fibonacci::Feedback>();
  auto & sequence = feedback->sequence;
  sequence.push_back(0);
  sequence.push_back(1);
  auto result = std::make_shared<Fibonacci::Result>();

  for (int i = 1; (i < goal->order) && rclcpp::ok(); ++i) {
    // Check if there is a cancel request
    if (goal_handle->is_canceling()) {
      result->sequence = sequence;
      goal_handle->canceled(result);
      RCLCPP_INFO(rclcpp::get_logger("server"), "Goal Canceled");
      return;
    }
    // Update sequence
    sequence.push_back(sequence[i] + sequence[i - 1]);
    // Publish feedback
    goal_handle->publish_feedback(feedback);
    RCLCPP_INFO(rclcpp::get_logger("server"), "Publish Feedback");

    loop_rate.sleep();
  }

  // Check if goal is done
  if (rclcpp::ok()) {
    result->sequence = sequence;
    goal_handle->succeed(result);
    RCLCPP_INFO(rclcpp::get_logger("server"), "Goal Succeeded");
  }
}

void handle_accepted(const std::shared_ptr<GoalHandleFibonacci> goal_handle)
{
  // this needs to return quickly to avoid blocking the executor, so spin up a new thread
  std::thread{execute, goal_handle}.detach();
}

int main(int argc, char ** argv)
{
  rclcpp::init(argc, argv);
  auto node = rclcpp::Node::make_shared("minimal_action_server");

  // Create an action server with three callbacks
  //   'handle_goal' and 'handle_cancel' are called by the Executor (rclcpp::spin)
  //   'execute' is called whenever 'handle_goal' returns by accepting a goal
  //    Calls to 'execute' are made in an available thread from a pool of four.
  auto action_server = rclcpp_action::create_server<Fibonacci>(
    node,
    "fibonacci",
    handle_goal,
    handle_cancel,
    handle_accepted);

  rclcpp::spin(node);

  rclcpp::shutdown();
  return 0;
}
  • 推荐,ros2新风格
代码语言:javascript
复制
#include <inttypes.h>
#include <memory>
#include "example_interfaces/action/fibonacci.hpp"
#include "rclcpp/rclcpp.hpp"
// TODO(jacobperron): Remove this once it is included as part of 'rclcpp.hpp'
#include "rclcpp_action/rclcpp_action.hpp"

class MinimalActionServer : public rclcpp::Node
{
public:
  using Fibonacci = example_interfaces::action::Fibonacci;
  using GoalHandleFibonacci = rclcpp_action::ServerGoalHandle<Fibonacci>;

  explicit MinimalActionServer(const rclcpp::NodeOptions & options = rclcpp::NodeOptions())
  : Node("minimal_action_server", options)
  {
    using namespace std::placeholders;

    this->action_server_ = rclcpp_action::create_server<Fibonacci>(
      this->get_node_base_interface(),
      this->get_node_clock_interface(),
      this->get_node_logging_interface(),
      this->get_node_waitables_interface(),
      "fibonacci",
      std::bind(&MinimalActionServer::handle_goal, this, _1, _2),
      std::bind(&MinimalActionServer::handle_cancel, this, _1),
      std::bind(&MinimalActionServer::handle_accepted, this, _1));
  }

private:
  rclcpp_action::Server<Fibonacci>::SharedPtr action_server_;

  rclcpp_action::GoalResponse handle_goal(
    const rclcpp_action::GoalUUID & uuid,
    std::shared_ptr<const Fibonacci::Goal> goal)
  {
    RCLCPP_INFO(this->get_logger(), "Received goal request with order %d", goal->order);
    (void)uuid;
    // Let's reject sequences that are over 9000
    if (goal->order > 9000) {
      return rclcpp_action::GoalResponse::REJECT;
    }
    return rclcpp_action::GoalResponse::ACCEPT_AND_EXECUTE;
  }

  rclcpp_action::CancelResponse handle_cancel(
    const std::shared_ptr<GoalHandleFibonacci> goal_handle)
  {
    RCLCPP_INFO(this->get_logger(), "Received request to cancel goal");
    (void)goal_handle;
    return rclcpp_action::CancelResponse::ACCEPT;
  }

  void execute(const std::shared_ptr<GoalHandleFibonacci> goal_handle)
  {
    RCLCPP_INFO(this->get_logger(), "Executing goal");
    rclcpp::Rate loop_rate(1);
    const auto goal = goal_handle->get_goal();
    auto feedback = std::make_shared<Fibonacci::Feedback>();
    auto & sequence = feedback->sequence;
    sequence.push_back(0);
    sequence.push_back(1);
    auto result = std::make_shared<Fibonacci::Result>();

    for (int i = 1; (i < goal->order) && rclcpp::ok(); ++i) {
      // Check if there is a cancel request
      if (goal_handle->is_canceling()) {
        result->sequence = sequence;
        goal_handle->canceled(result);
        RCLCPP_INFO(this->get_logger(), "Goal Canceled");
        return;
      }
      // Update sequence
      sequence.push_back(sequence[i] + sequence[i - 1]);
      // Publish feedback
      goal_handle->publish_feedback(feedback);
      RCLCPP_INFO(this->get_logger(), "Publish Feedback");

      loop_rate.sleep();
    }

    // Check if goal is done
    if (rclcpp::ok()) {
      result->sequence = sequence;
      goal_handle->succeed(result);
      RCLCPP_INFO(this->get_logger(), "Goal Suceeded");
    }
  }

  void handle_accepted(const std::shared_ptr<GoalHandleFibonacci> goal_handle)
  {
    using namespace std::placeholders;
    // this needs to return quickly to avoid blocking the executor, so spin up a new thread
    std::thread{std::bind(&MinimalActionServer::execute, this, _1), goal_handle}.detach();
  }
};  // class MinimalActionServer

int main(int argc, char ** argv)
{
  rclcpp::init(argc, argv);

  auto action_server = std::make_shared<MinimalActionServer>();

  rclcpp::spin(action_server);

  rclcpp::shutdown();
  return 0;
}

行为客户端:

  • 非推荐,ros1风格
代码语言:javascript
复制
#include <inttypes.h>
#include <memory>
#include "example_interfaces/action/fibonacci.hpp"
#include "rclcpp/rclcpp.hpp"
// TODO(jacobperron): Remove this once it is included as part of 'rclcpp.hpp'
#include "rclcpp_action/rclcpp_action.hpp"

using Fibonacci = example_interfaces::action::Fibonacci;


int main(int argc, char ** argv)
{
  rclcpp::init(argc, argv);
  auto node = rclcpp::Node::make_shared("minimal_action_client");
  auto action_client = rclcpp_action::create_client<Fibonacci>(node, "fibonacci");

  if (!action_client->wait_for_action_server(std::chrono::seconds(20))) {
    RCLCPP_ERROR(node->get_logger(), "Action server not available after waiting");
    return 1;
  }

  // Populate a goal
  auto goal_msg = Fibonacci::Goal();
  goal_msg.order = 10;

  RCLCPP_INFO(node->get_logger(), "Sending goal");
  // Ask server to achieve some goal and wait until it's accepted
  auto goal_handle_future = action_client->async_send_goal(goal_msg);
  if (rclcpp::spin_until_future_complete(node, goal_handle_future) !=
    rclcpp::executor::FutureReturnCode::SUCCESS)
  {
    RCLCPP_ERROR(node->get_logger(), "send goal call failed :(");
    return 1;
  }

  rclcpp_action::ClientGoalHandle<Fibonacci>::SharedPtr goal_handle = goal_handle_future.get();
  if (!goal_handle) {
    RCLCPP_ERROR(node->get_logger(), "Goal was rejected by server");
    return 1;
  }

  // Wait for the server to be done with the goal
  auto result_future = goal_handle->async_result();

  RCLCPP_INFO(node->get_logger(), "Waiting for result");
  if (rclcpp::spin_until_future_complete(node, result_future) !=
    rclcpp::executor::FutureReturnCode::SUCCESS)
  {
    RCLCPP_ERROR(node->get_logger(), "get result call failed :(");
    return 1;
  }

  rclcpp_action::ClientGoalHandle<Fibonacci>::WrappedResult wrapped_result = result_future.get();

  switch (wrapped_result.code) {
    case rclcpp_action::ResultCode::SUCCEEDED:
      break;
    case rclcpp_action::ResultCode::ABORTED:
      RCLCPP_ERROR(node->get_logger(), "Goal was aborted");
      return 1;
    case rclcpp_action::ResultCode::CANCELED:
      RCLCPP_ERROR(node->get_logger(), "Goal was canceled");
      return 1;
    default:
      RCLCPP_ERROR(node->get_logger(), "Unknown result code");
      return 1;
  }

  RCLCPP_INFO(node->get_logger(), "result received");
  for (auto number : wrapped_result.result->sequence) {
    RCLCPP_INFO(node->get_logger(), "%" PRId64, number);
  }
  • 推荐:ros2风格
代码语言:javascript
复制
#include <inttypes.h>
#include <memory>
#include <string>
#include <iostream>
#include "example_interfaces/action/fibonacci.hpp"
#include "rclcpp/rclcpp.hpp"
// TODO(jacobperron): Remove this once it is included as part of 'rclcpp.hpp'
#include "rclcpp_action/rclcpp_action.hpp"

class MinimalActionClient : public rclcpp::Node
{
public:
  using Fibonacci = example_interfaces::action::Fibonacci;
  using GoalHandleFibonacci = rclcpp_action::ClientGoalHandle<Fibonacci>;

  explicit MinimalActionClient(const rclcpp::NodeOptions & node_options = rclcpp::NodeOptions())
  : Node("minimal_action_client", node_options), goal_done_(false)
  {
    this->client_ptr_ = rclcpp_action::create_client<Fibonacci>(
      this->get_node_base_interface(),
      this->get_node_graph_interface(),
      this->get_node_logging_interface(),
      this->get_node_waitables_interface(),
      "fibonacci");

    this->timer_ = this->create_wall_timer(
      std::chrono::milliseconds(500),
      std::bind(&MinimalActionClient::send_goal, this));
  }

  bool is_goal_done() const
  {
    return this->goal_done_;
  }

  void send_goal()
  {
    using namespace std::placeholders;

    this->timer_->cancel();

    this->goal_done_ = false;

    if (!this->client_ptr_) {
      RCLCPP_ERROR(this->get_logger(), "Action client not initialized");
    }

    if (!this->client_ptr_->wait_for_action_server(std::chrono::seconds(10))) {
      RCLCPP_ERROR(this->get_logger(), "Action server not available after waiting");
      this->goal_done_ = true;
      return;
    }

    auto goal_msg = Fibonacci::Goal();
    goal_msg.order = 10;

    RCLCPP_INFO(this->get_logger(), "Sending goal");

    auto send_goal_options = rclcpp_action::Client<Fibonacci>::SendGoalOptions();
    send_goal_options.goal_response_callback =
      std::bind(&MinimalActionClient::goal_response_callback, this, _1);
    send_goal_options.feedback_callback =
      std::bind(&MinimalActionClient::feedback_callback, this, _1, _2);
    send_goal_options.result_callback =
      std::bind(&MinimalActionClient::result_callback, this, _1);
    auto goal_handle_future = this->client_ptr_->async_send_goal(goal_msg, send_goal_options);
  }

private:
  rclcpp_action::Client<Fibonacci>::SharedPtr client_ptr_;
  rclcpp::TimerBase::SharedPtr timer_;
  bool goal_done_;

  void goal_response_callback(std::shared_future<GoalHandleFibonacci::SharedPtr> future)
  {
    auto goal_handle = future.get();
    if (!goal_handle) {
      RCLCPP_ERROR(this->get_logger(), "Goal was rejected by server");
    } else {
      RCLCPP_INFO(this->get_logger(), "Goal accepted by server, waiting for result");
    }
  }

  void feedback_callback(
    GoalHandleFibonacci::SharedPtr,
    const std::shared_ptr<const Fibonacci::Feedback> feedback)
  {
    RCLCPP_INFO(
      this->get_logger(),
      "Next number in sequence received: %" PRId64,
      feedback->sequence.back());
  }

  void result_callback(const GoalHandleFibonacci::WrappedResult & result)
  {
    this->goal_done_ = true;
    switch (result.code) {
      case rclcpp_action::ResultCode::SUCCEEDED:
        break;
      case rclcpp_action::ResultCode::ABORTED:
        RCLCPP_ERROR(this->get_logger(), "Goal was aborted");
        return;
      case rclcpp_action::ResultCode::CANCELED:
        RCLCPP_ERROR(this->get_logger(), "Goal was canceled");
        return;
      default:
        RCLCPP_ERROR(this->get_logger(), "Unknown result code");
        return;
    }

    RCLCPP_INFO(this->get_logger(), "Result received");
    for (auto number : result.result->sequence) {
      RCLCPP_INFO(this->get_logger(), "%" PRId64, number);
    }
  }
};  // class MinimalActionClient

int main(int argc, char ** argv)
{
  rclcpp::init(argc, argv);
  auto action_client = std::make_shared<MinimalActionClient>();

  while (!action_client->is_goal_done()) {
    rclcpp::spin_some(action_client);
  }

  rclcpp::shutdown();
  return 0;
}

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