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Adding more info
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dduro2020 committed Oct 12, 2024
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Expand Up @@ -36,7 +36,9 @@ This dictionary contains several variables (arrays) containing laser information

At first I didn't understand how the point cloud was working as I thought it was more of a two-dimensional array without taking into account the height of the detections, the problem is that the point cloud is three-dimensional (I don't know if there are such lasers on the market).

To better understand the laser measurements I took a random measurement in which there should be no obstacles and I used matplotlib to visualise it in 3D, thanks to this I understood all the noise that the measurements had and I was able to sift out the unusable measurements.
To better understand the laser measurements I took a random measurement and I used matplotlib to visualise it in 3D.

All the laser measurements are created from the car x,y position and z = 1.0.

![](pos_pc1.png)

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