Lidar point cloud time-series stitching

Hi, I am currently working on an object tracking problem using temporal data. I would like to stitch together LiDAR point clouds from the same scene (currently using the Mini version of the dataset to try this out), but don’t have a good idea of how to do this at the moment, so I was hoping you could help. I would like to thank you in advance.