Global and local path planning are a classic research field in robotics and are key elements for the devel- opment of automated warehouse. Velocity Obstacle (VO) and Voronoi Diagrams (VD) are well known methods in autonomous navigation. VO provides for each autonomous vehicle a set of available velocities ensuring collision-free trajectory for multi- robot systems, whereas VD is a geometrical space subdivision used to compute paths furthest away from obstacles. In this paper we will focus on the design of a distributed navigation architecture aiming at integrating to integrate VO, as a local planner and VD as a global planner, to provides efficient collision-free and safe maneuver for each agent belonging to the fleet. The approach is validated in simulation using ROS and Gazebo as a virtual robot development environment.
Hybrid Motion Planner Integrating Global Voronoi Diagrams and Local Velocity Obstacle Method
PICCINELLI, NICOLA;Riccardo Muradore
2018-01-01
Abstract
Global and local path planning are a classic research field in robotics and are key elements for the devel- opment of automated warehouse. Velocity Obstacle (VO) and Voronoi Diagrams (VD) are well known methods in autonomous navigation. VO provides for each autonomous vehicle a set of available velocities ensuring collision-free trajectory for multi- robot systems, whereas VD is a geometrical space subdivision used to compute paths furthest away from obstacles. In this paper we will focus on the design of a distributed navigation architecture aiming at integrating to integrate VO, as a local planner and VD as a global planner, to provides efficient collision-free and safe maneuver for each agent belonging to the fleet. The approach is validated in simulation using ROS and Gazebo as a virtual robot development environment.File | Dimensione | Formato | |
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