给你时间戳,经纬度,欧拉角,怎么用python将这些数据转换成tum格式
时间: 2023-04-02 12:05:15 浏览: 251
TUM的一个SLAM数据集 中
可以使用以下代码将这些数据转换成tum格式:
```
import numpy as np
import os
# 定义时间戳、经纬度和欧拉角
timestamp = 123456789
latitude = 39.9
longitude = 116.4
roll = .1
pitch = .2
yaw = .3
# 将经纬度和欧拉角转换为旋转矩阵
R = np.array([[np.cos(yaw)*np.cos(pitch), np.cos(yaw)*np.sin(pitch)*np.sin(roll)-np.sin(yaw)*np.cos(roll), np.cos(yaw)*np.sin(pitch)*np.cos(roll)+np.sin(yaw)*np.sin(roll)],
[np.sin(yaw)*np.cos(pitch), np.sin(yaw)*np.sin(pitch)*np.sin(roll)+np.cos(yaw)*np.cos(roll), np.sin(yaw)*np.sin(pitch)*np.cos(roll)-np.cos(yaw)*np.sin(roll)],
[-np.sin(pitch), np.cos(pitch)*np.sin(roll), np.cos(pitch)*np.cos(roll)]])
# 将经纬度转换为xyz坐标
earth_radius = 6378137.
x = (longitude/180.)*np.pi*earth_radius
y = np.log(np.tan((90.+latitude)*np.pi/360.))*earth_radius
z = .
# 将时间戳、xyz坐标和旋转矩阵写入tum格式文件
filename = 'data.txt'
if not os.path.exists(filename):
with open(filename, 'w') as f:
f.write('# timestamp x y z qw qx qy qz\n')
with open(filename, 'a') as f:
f.write('{} {} {} {} {} {} {} {}\n'.format(timestamp, x, y, z, R[,], R[,1], R[,2], R[1,], R[1,1], R[1,2], R[2,], R[2,1], R[2,2]))
```
其中,timestamp是时间戳,latitude和longitude是经纬度,roll、pitch和yaw是欧拉角。代码中将经纬度和欧拉角转换为旋转矩阵,然后将时间戳、xyz坐标和旋转矩阵写入tum格式文件。
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