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+# 5.可视化点云-雷达消息合成
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+你好,我是爱吃鱼香ROS的小鱼。上一节完成了指定角度距离的测量这一节我们将其合成ROS的laserscan消息,并将其通过microros发布到上位机,最终实现rviz2的可视化。
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+
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+
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+
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+
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+
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+## 一、雷达消息介绍
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+
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+使用指令`ros2 interface show sensor_msgs/msg/LaserScan`,可以看到ROS2对雷达数据接口的定义。
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+
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+```
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+# Single scan from a planar laser range-finder
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+#
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+# If you have another ranging device with different behavior (e.g. a sonar
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+# array), please find or create a different message, since applications
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+# will make fairly laser-specific assumptions about this data
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+
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+std_msgs/Header header # timestamp in the header is the acquisition time of
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+ builtin_interfaces/Time stamp
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+ int32 sec
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+ uint32 nanosec
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+ string frame_id
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+ # the first ray in the scan.
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+ #
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+ # in frame frame_id, angles are measured around
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+ # the positive Z axis (counterclockwise, if Z is up)
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+ # with zero angle being forward along the x axis
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+
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+float32 angle_min # start angle of the scan [rad]
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+float32 angle_max # end angle of the scan [rad]
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+float32 angle_increment # angular distance between measurements [rad]
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+
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+float32 time_increment # time between measurements [seconds] - if your scanner
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+ # is moving, this will be used in interpolating position
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+ # of 3d points
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+float32 scan_time # time between scans [seconds]
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+
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+float32 range_min # minimum range value [m]
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+float32 range_max # maximum range value [m]
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+
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+float32[] ranges # range data [m]
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+ # (Note: values < range_min or > range_max should be discarded)
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+float32[] intensities # intensity data [device-specific units]. If your
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+ # device does not provide intensities, please leave
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+ # the array empty.
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+```
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+
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+### 1.1 header部分
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+
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+头部分,主要是设置雷达的frame_id和时间戳,在microros中可以这样赋值
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+
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+```c++
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+pub_msg.header.frame_id = micro_ros_string_utilities_set(pub_msg.header.frame_id, "laser"); // 初始化消息内容
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+int64_t current_time = rmw_uros_epoch_millis();
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+pub_msg.header.stamp.sec = current_time * 1e-3;
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+pub_msg.header.stamp.nanosec = current_time - pub_msg.header.stamp.sec * 1000;
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+```
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+
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+### 1.2 数据部分
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+
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+- angle_min 当前数据中最小的测量角度
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+
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+- angle_max 当前数据中最大的测量角度
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+
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+- angle_increment 我们默认就是一次1度,所以可以直接写
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+
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+ ```
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+ pub_msg.angle_increment = 1.0 / 180 * PI;
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+ ```
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+
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+- time_increment 每个数据之间递增的时间,可以直接使用扫描的总之间除点数
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+- scan_time 扫描时间,开始扫描到结束扫描的时间
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+- range_min 最小范围可以直接赋值 我们设置成`0.05`即5cm
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+- range_max 最大范围,我们直接设置成5.0m
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+
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+- ranges 测量的距离值数组
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+- intensities 测量的强度,这里我们直接忽略即可
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+
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+## 二、代码编写
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+
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+直接在上一节工程上修改,全部代码如下,一次我们发布10个点,并且启动了ESP32的双核,同时采取了时间同步,保证雷达数据的时间戳正常。
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+
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+```c++
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+#include <Arduino.h>
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+#include <micro_ros_platformio.h>
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+#include <WiFi.h>
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+#include <rcl/rcl.h>
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+#include <rclc/rclc.h>
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+#include <rclc/executor.h>
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+#include <ESP32Servo.h>
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+
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+#include <sensor_msgs/msg/laser_scan.h>
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+#include <micro_ros_utilities/string_utilities.h>
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+
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+#define PCOUNT 10
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+#define Trig 27 // 设定SR04连接的Arduino引脚
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+#define Echo 21
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+
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+rclc_executor_t executor;
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+rclc_support_t support;
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+rcl_allocator_t allocator;
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+rcl_node_t node;
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+
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+rcl_publisher_t publisher; // 声明话题发布者
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+sensor_msgs__msg__LaserScan pub_msg; // 声明消息文件
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+
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+Servo servo1;
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+bool connected_agent = false;
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+
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+void microros_task(void *param)
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+{
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+
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+ IPAddress agent_ip; // 设置通过WIFI进行MicroROS通信
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+ agent_ip.fromString("192.168.2.105"); // 从字符串获取IP地址
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+ set_microros_wifi_transports("fishbot", "12345678", agent_ip, 8888); // 设置wifi名称,密码,电脑IP,端口号
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+ delay(2000); // 延时时一段时间,等待设置完成
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+ allocator = rcl_get_default_allocator(); // 初始化内存分配器
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+ rclc_support_init(&support, 0, NULL, &allocator); // 创建初始化选项
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+ rclc_node_init_default(&node, "example20_simple_laser", "", &support); // 创建节点
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+ rclc_publisher_init_default( // 发布初始化
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+ &publisher,
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+ &node,
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+ ROSIDL_GET_MSG_TYPE_SUPPORT(sensor_msgs, msg, LaserScan),
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+ "/scan");
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+
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+ rclc_executor_init(&executor, &support.context, 1, &allocator); // 创建执行器
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+ pub_msg.header.frame_id = micro_ros_string_utilities_set(pub_msg.header.frame_id, "laser"); // 初始化消息内容
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+ pub_msg.angle_increment = 1.0 / 180 * PI;
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+ pub_msg.range_min = 0.05;
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+ pub_msg.range_max = 5.0;
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+
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+ while (true)
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+ {
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+ delay(10);
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+ if (!rmw_uros_epoch_synchronized()) // 判断时间是否同步
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+ {
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+ rmw_uros_sync_session(1000); // 同步时间
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+ continue;
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+ }
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+ connected_agent = true;
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+ rclc_executor_spin_some(&executor, RCL_MS_TO_NS(100)); // 循环处理数据
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+ }
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+}
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+
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+float get_distance(int angle)
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+{
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+ static double mtime;
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+ servo1.write(angle); // 移动到指定角度
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+ delay(25); // 稳定身形
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+ digitalWrite(Trig, LOW); // 测量距离
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+ delayMicroseconds(2);
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+ digitalWrite(Trig, HIGH);
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+ delayMicroseconds(10); // 产生一个10us的高脉冲去触发SR04
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+ digitalWrite(Trig, LOW);
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+ mtime = pulseIn(Echo, HIGH); // 检测脉冲宽度,注意返回值是微秒us
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+ float detect_distance = mtime / 58.0 / 100.0; // 计算出距离,输出的距离的单位是厘米cm
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+ Serial.printf("point(%d,%f)\n", angle, detect_distance);
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+ return detect_distance;
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+}
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+
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+void setup()
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+{
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+ Serial.begin(115200);
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+ pinMode(Trig, OUTPUT); // 初始化舵机和超声波
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+ pinMode(Echo, INPUT); // 要检测引脚上输入的脉冲宽度,需要先设置为输入状态
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+ servo1.setPeriodHertz(50); // Standard 50hz servo
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+ servo1.attach(4, 500, 2500);
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+ servo1.write(90.0);
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+ xTaskCreatePinnedToCore(microros_task, "microros_task", 10240, NULL, 1, NULL, 0);
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+}
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+
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+void loop()
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+{
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+ if (!connected_agent)
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+ return;
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+
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+ static float ranges[PCOUNT + 1];
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+ for (int i = 0; i < int(180 / PCOUNT); i++)
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+ {
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+ int64_t start_scan_time = rmw_uros_epoch_millis();
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+ for (int j = 0; j < PCOUNT; j++)
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+ {
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+ int angle = i * 10 + j;
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+ ranges[j] = get_distance(angle);
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+ }
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+ pub_msg.angle_min = float(i * 10) / 180 * PI; // 结束角度
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+ pub_msg.angle_max = float(i * (10 + 1)) / 180 * PI; // 结束角度
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+
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+ int64_t current_time = rmw_uros_epoch_millis();
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+ pub_msg.scan_time = float(current_time - start_scan_time) * 1e-3;
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+ pub_msg.time_increment = pub_msg.scan_time / PCOUNT;
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+ pub_msg.header.stamp.sec = current_time * 1e-3;
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+ pub_msg.header.stamp.nanosec = current_time - pub_msg.header.stamp.sec * 1000;
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+ pub_msg.ranges.data = ranges;
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+ pub_msg.ranges.capacity = PCOUNT;
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+ pub_msg.ranges.size = PCOUNT;
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+ rcl_publish(&publisher, &pub_msg, NULL);
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+ delay(10);
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+ }
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+}
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+
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+```
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+
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+
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+
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+## 三、下载测试
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+
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+下载代码
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+
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+
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+
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+启动agent。
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+
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+```shell
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+docker run -it --rm -v /dev:/dev -v /dev/shm:/dev/shm --privileged --net=host microros/micro-ros-agent:$ROS_DISTRO udp4 --port 8888 -v6
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+```
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+
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+
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+
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+测试
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+
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+```
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+ros2 node list
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+ros2 topic list
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+ros2 topic echo /scan
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+```
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+
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+
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+
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+接着打开终端,输入rviz2打开rviz
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+
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+
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+
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+修改配置,显示过去5s数据
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+
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+
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+
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+## 四、总结
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+
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+本节我们成功实现了使用超声波和舵机模拟雷达数据,并将其合成scan发布到电脑上使用rviz2进行可视化。至此我们完成了ROS2硬件控制的所有课程。下面迎接你的将是移动机器人和机械臂开发课程,请做好准备,继续出发。
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