dual lidar calibration

This commit is contained in:
2025-08-16 12:03:09 +02:00
parent c7c6164ddf
commit 1d262e5e19
2 changed files with 130 additions and 7 deletions

View File

@@ -1,11 +1,14 @@
import rclpy
from rclpy.node import Node
from rclpy.executors import MultiThreadedExecutor
from sensor_msgs.msg import PointCloud2
import sensor_msgs_py.point_cloud2 as pc2
import numpy as np
import matplotlib.pyplot as plt
import struct
from io import BytesIO
import threading
import time
class PointCloudSaver(Node):
def __init__(self, node_name: str, pointcloud_topic: str, buffer, timeout_ms: int):
@@ -17,6 +20,7 @@ class PointCloudSaver(Node):
10
)
self.buffer = buffer
self.finished = False
self.points = []
self.end_time = self.get_clock().now().nanoseconds + (timeout_ms * 1_000_000)
self.cmap = plt.get_cmap('jet')
@@ -29,7 +33,8 @@ class PointCloudSaver(Node):
if now > self.end_time:
if not self.points:
self.get_logger().warn("No points received!")
rclpy.shutdown()
self.destroy_node()
self.finished = True
return
np_points = np.array(self.points, dtype=np.float32)
@@ -45,8 +50,9 @@ class PointCloudSaver(Node):
filename = "pointcloud.pcd"
self.write_pcd_with_intensity_rgb(filename, np_points, rgb_int)
self.get_logger().info(f"Saved {filename} with intensity (grayscale) and colored RGB")
rclpy.shutdown()
self.get_logger().info(f"Saved {filename}")
self.destroy_node()
self.finished = True
def write_pcd_with_intensity_rgb(self, filename, points, rgb_int):
header = f"""# .PCD v0.7 - Point Cloud Data file format
@@ -64,13 +70,43 @@ DATA binary
self.buffer.write(header.encode('ascii'))
for i in range(points.shape[0]):
# x, y, z, intensity as float32, rgb as uint32
f.write(struct.pack('ffffI', points[i,0], points[i,1], points[i,2], points[i,3], rgb_int[i]))
self.buffer.write(struct.pack('ffffI', points[i,0], points[i,1], points[i,2], points[i,3], rgb_int[i]))
def monitor_nodes(nodes):
"""Separate thread that monitors node status and shuts down ROS when done."""
while rclpy.ok():
if all(node.finished for node in nodes):
print("All nodes finished. Shutting down ROS.")
rclpy.shutdown()
break
time.sleep(0.1) # check periodically
def main():
rclpy.init()
with open('/root/velodyne.pcd', "w+") as f:
node = PointCloudSaver('velodyne_pcd_saver', '/velodyne_points', f, 5000)
rclpy.spin(node)
file_velodyne = open('/root/velodyne.pcd', "wb+")
file_livox = open('/root/livox.pcd', "wb+")
executor = MultiThreadedExecutor()
nodes = [
PointCloudSaver('velodyne_pcd_saver', '/velodyne_points', file_velodyne, 5000),
PointCloudSaver('livox_pcd_saver', '/livox/lidar', file_livox, 5000),
]
monitor_thread = threading.Thread(target=monitor_nodes, args=(nodes,), daemon=True)
monitor_thread.start()
for node in nodes:
executor.add_node(node)
try:
executor.spin()
finally:
monitor_thread.join()
print("Executor and monitor thread exited cleanly.")
file_velodyne.close()
file_livox.close()
if __name__ == "__main__":
main()