Physics-based Simulation of Continuous-Wave LIDAR for Localization, Calibration and Tracking
Eric Heiden,Ziang Liu,Ragesh K. Ramachandran,Gaurav S. Sukhatme,Eric Heiden,Ziang Liu,Ragesh K. Ramachandran,Gaurav S. Sukhatme
Light Detection and Ranging (LIDAR) sensors play an important role in the perception stack of autonomous robots, supplying mapping and localization pipelines with depth measurements of the environment. While their accuracy outperforms other types of depth sensors, such as stereo or time-of-flight cameras, the accurate modeling of LIDAR sensors requires laborious manual calibration that typically d...