Introduction.- Technical Background.- Point Registration Approach for Map Fusion.- Submap-Based Probabilistic Inconsistency Detection.- Hierarchical Map Fusion Framework with Homogeneous Sensors.- Collaborative 3D Mapping using Heterogeneous Sensors.- All-Weather Collaborative Mapping with Dynamic Objects.- Collaborative Probabilistic Semantic Mapping using CNN.