Minimizing my lidar velodyne point cloud
I think I should be reminding myself how I did the timestamping of the point cloud data with that of the GPS. Here are the seemingly easy steps. I converted the GPS data from geographic lat, long, ht to an ECEF(Earth-centered-earth-fixed) cartesian coordinate system using this formula: The reason for conversion into cartesian is so that I can easily do the translation from our velodyne device to the GPS antenna. I used the WGS84 reference ellipsoid parameters for conversion. a = 6,378,137 m , 1/f= 6,356,752.3142 Now after I got all my coordinates in X, Y, Z, I matched the timestamps in the LIDAR packets as that of the timestamp provided by the GPS. I then performed some translation based on the structure of the vehicle mount that we have fabricated for the fieldwork. Now my data is in X,Y,Z and ready for plotting in a point cloud software. When I'm finally down with the timestamping of the LIDAR with GPS, I am now overwhelmed by the number of points ...