ros2 2d位姿 转换成6d位姿
时间: 2023-08-10 11:02:31 浏览: 174
要将ROS2中的2D位姿转换为6D位姿,您可以使用tf2库中的TransformBroadcaster和TransformListener。以下是一个示例代码,展示了如何将2D位姿(x, y, theta)转换为6D位姿(x, y, z, qx, qy, qz, qw):
```python
import rclpy
from rclpy.node import Node
from geometry_msgs.msg import TransformStamped, PoseStamped
from tf2_ros import TransformBroadcaster, TransformListener, TransformException
from tf2_ros import StaticTransformBroadcaster
class PoseTransformer(Node):
def __init__(self):
super().__init__('pose_transformer')
self.tf_broadcaster = TransformBroadcaster(self)
self.tf_listener = TransformListener(self)
self.pose_sub = self.create_subscription(
PoseStamped,
'input_pose',
self.pose_callback,
10
)
self.pose_pub = self.create_publisher(
TransformStamped,
'output_pose',
10
)
def pose_callback(self, msg):
try:
# Get the transform from the parent frame to the child frame
transform = self.tf_listener.lookup_transform(
'parent_frame',
'child_frame',
rclpy.time.Time().to_msg()
)
# Convert the 2D pose to a 6D pose
pose = TransformStamped()
pose.header = msg.header
pose.transform.translation.x = msg.pose.position.x
pose.transform.translation.y = msg.pose.position.y
# Convert the rotation from Euler angles to quaternion
pose.transform.rotation.x, pose.transform.rotation.y, \
pose.transform.rotation.z, pose.transform.rotation.w = \
self.euler_to_quaternion(0, 0, msg.pose.orientation.z)
# Apply the transform obtained from tf2
self.tf_broadcaster.sendTransform(pose)
# Publish the transformed pose
self.pose_pub.publish(pose)
except TransformException as e:
self.get_logger().error('TransformException: %s' % e)
@staticmethod
def euler_to_quaternion(roll, pitch, yaw):
cy = math.cos(yaw * 0.5)
sy = math.sin(yaw * 0.5)
cp = math.cos(pitch * 0.5)
sp = math.sin(pitch * 0.5)
cr = math.cos(roll * 0.5)
sr = math.sin(roll * 0.5)
qx = sr * cp * cy - cr * sp * sy
qy = cr * sp * cy + sr * cp * sy
qz = cr * cp * sy - sr * sp * cy
qw = cr * cp * cy + sr * sp * sy
return qx, qy, qz, qw
def main(args=None):
rclpy.init(args=args)
pose_transformer = PoseTransformer()
rclpy.spin(pose_transformer)
rclpy.shutdown()
if __name__ == '__main__':
main()
```
在上述代码中,您需要将'parent_frame'和'child_frame'替换为实际使用的坐标系。您还需要订阅输入2D位姿的话题,并在输出6D位姿的话题上发布转换后的位姿。请确保您的工作空间中已安装适当的依赖项并构建工作空间。
这个示例代码使用了Python和ROS2的geometry_msgs和tf2_ros库。它订阅了名为'input_pose'的输入位姿话题,并通过tf2获取父坐标系到子坐标系的变换。然后,它将2D位姿转换为6D位姿,并应用从tf2获取的变换。最后,它通过发布话题'output_pose'发布转换后的6D位姿。
请注意,这只是一个示例代码,您需要根据您的实际需求进行适当的修改和调整。
阅读全文