launch文件 旋转点云
时间: 2024-01-15 16:04:14 浏览: 172
launch文件是ROS中用于启动节点、参数设置等的配置文件。如果要对点云进行旋转,可以通过创建一个ROS节点来实现。以下是一个简单的代码示例:
```python
#!/usr/bin/env python
import rospy
from sensor_msgs.msg import PointCloud2
import sensor_msgs.point_cloud2 as pc2
import numpy as np
class RotatePointCloud:
def __init__(self):
self.pub = rospy.Publisher('/rotated_pointcloud', PointCloud2, queue_size=10)
self.sub = rospy.Subscriber('/original_pointcloud', PointCloud2, self.callback)
def callback(self, data):
# Convert point cloud to numpy array
pointcloud = np.array(list(pc2.read_points(data)))
# Define rotation matrix
theta = np.pi/4 # Rotation angle
R = np.array([[np.cos(theta), -np.sin(theta), 0],
[np.sin(theta), np.cos(theta), 0],
[0, 0, 1]])
# Apply rotation matrix
rotated_pointcloud = np.dot(pointcloud[:, :3], R.T)
# Publish rotated point cloud
header = data.header
header.frame_id = 'rotated_pointcloud_frame'
pc2_msg = pc2.create_cloud_xyz32(header, rotated_pointcloud)
self.pub.publish(pc2_msg)
if __name__ == '__main__':
rospy.init_node('rotate_pointcloud')
RotatePointCloud()
rospy.spin()
```
这个节点将订阅名为`/original_pointcloud`的点云话题,并将旋转后的点云发布到名为`/rotated_pointcloud`的话题中。在`callback`函数中,我们将点云转换为numpy数组,并应用旋转矩阵。最后,我们将旋转后的点云转换回ROS消息,并将其发布到指定的话题中。
要使用该节点,请将其保存为Python文件(例如`rotate_pointcloud.py`),并使用以下命令启动ROS节点:
```
rosrun <package_name> rotate_pointcloud.py
```
其中`<package_name>`是您的ROS包的名称。
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