RisleyPrismCsv simulation
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I'm trying to simulate Livox lidars outside of CARLA, and I thought about using the RisleyPrismCsv files for this purpose. However, I'm having trouble understanding the meaning of each parameter in the rows of these files. Initially, I assumed the first two parameters represented the elevation angle and the azimuth angle, respectively. But when I projected the beams onto a plane, I ended up with a circular pattern rather than the characteristic pattern of Livox lidars. I suspect the last parameter might be the index of the beam, but I'm unsure of the role of the third parameter.
Could someone clarify the purpose of each parameter in the RisleyPrismCsv file and provide guidance on how to correctly interpret and use these values for simulating Livox lidars?
import numpy as np
import matplotlib.pyplot as plt
livox_paramas = np.genfromtxt('tele.csv', delimiter=',', encoding='utf-8-sig')
plane_distance = 80.0
projected_points = []
range = slice(None, 510)
x_coords = plane_distance * np.cos(livox_paramas[range,0]) * np.cos(livox_paramas[range,1])
y_coords = plane_distance * np.cos(livox_paramas[range,0]) * np.sin(livox_paramas[range,1])
plt.figure(figsize=(16, 12))
plt.scatter(x_coords, y_coords, c='blue', marker='o')
plt.title('Projection of laser beams on the plane at 80 meters')
plt.xlabel('X (meters)')
plt.ylabel('Y (meters)')
plt.grid(True)
plt.axis('equal')
plt.show()