A novel approach to the global localisation problem for an autonomous mobile robot is presented. Instead of referring to traditional map-based techniques, we choose to extract a graph-like topological representation of the free-space from occupancy grids, thus shifting the map- matching problem to a sub-graph isomorphism one. An efficient any-time algorithm is described in detail and simulated experimental results are provided.
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