A quantized approach for occupancy grids for autonomous vehicles: Q-Trees. (3rd June 2018) - Sencan, Onur
ABSTRACT: Map Representation of the Real World is an essential step in robotics for using the mathematical methods in an abstract way. In addition to grid-based and topological studies on this area, this paper uses both approaches representing the environment with independent graph trees for all axes. We are proposing a methodology that allows us to substitute point clouds on grids in an efficient way and can be easily adapted to multi-system approaches even in real time with low-level computational systems. GRAPHICAL ABSTRACT: