IMU里程计 ros程序
时间: 2023-08-14 07:05:11 浏览: 197
imu_utils:ROS软件包工具,用于分析IMU性能
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好的,以下是一个简单的IMU里程计ROS程序的示例:
```python
#!/usr/bin/env python
import rospy
from sensor_msgs.msg import Imu
from nav_msgs.msg import Odometry
from geometry_msgs.msg import Quaternion, Twist, Vector3
class ImuOdom:
def __init__(self):
rospy.init_node('imu_odom')
self.imu_sub = rospy.Subscriber('/imu/data', Imu, self.imu_callback)
self.odom_pub = rospy.Publisher('/odom', Odometry, queue_size=10)
self.last_time = rospy.Time.now()
self.x = 0
self.y = 0
self.th = 0
def imu_callback(self, msg):
current_time = rospy.Time.now()
dt = (current_time - self.last_time).to_sec()
self.last_time = current_time
# orientation quaternion to Euler angles
q = msg.orientation
roll, pitch, yaw = tf.transformations.euler_from_quaternion([q.x, q.y, q.z, q.w])
# angular velocity
ang_vel = msg.angular_velocity.z
# compute linear velocity
linear_vel = Twist(Vector3(0, 0, 0), Vector3(0, 0, ang_vel))
# compute displacement
self.x += linear_vel.linear.x * dt
self.y += linear_vel.linear.y * dt
self.th += ang_vel * dt
# create odom message
odom = Odometry()
odom.header.stamp = current_time
odom.header.frame_id = "odom"
odom.child_frame_id = "base_link"
# position
odom.pose.pose.position.x = self.x
odom.pose.pose.position.y = self.y
odom.pose.pose.position.z = 0.0
# orientation
odom.pose.pose.orientation = Quaternion(*tf.transformations.quaternion_from_euler(0, 0, self.th))
# velocity
odom.twist.twist = linear_vel
# publish odom message
self.odom_pub.publish(odom)
if __name__ == '__main__':
try:
imu_odom = ImuOdom()
rospy.spin()
except rospy.ROSInterruptException:
pass
```
这个程序订阅IMU数据,根据角速度计算线速度和位移,并发布里程计信息。你需要在程序中设置IMU话题的名称和发布里程计信息的话题名称以及坐标系的名称,以适应你的机器人系统。
注意,这只是一个示例程序,可能需要根据你的具体需求进行修改和优化。
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