Heruka Andradi

LiDAR-based Indoor Localization with Optimal Particle Filters using Surface Normal Constraints

Accurate and robust localization systems are often highly desired in autonomous mobile robots. Existing LiDAR-based localization systems generally use standard particle filters which suffer from the well-known particle degeneracy problem. Furthermore, standard particle filters are ill-suited for han…