Title :
Environment characterization and path optimization to ensure the integrity of a mobile robot
Author :
Delmas, Pierre ; Bouton, Nicolas ; Debain, Christophe ; Chapuis, Roland
Author_Institution :
CEMAGREF, Aubiere, France
Abstract :
This paper is about preservation of physical integrity of mobile robot for real outdoor applications encountered in agricultural field. Unlike other approaches that try to detect and to avoid obstacle, we consider the allowable speed grid. This grid depends on the vehicle capabilities, its dynamic constraints, its speed and the 3D rendering of the environment. We made a dynamic study to estimate the acceleration of the inertial center of a vehicle taking into account the geometry of the environment and the trajectory to follow. Then, we establish a perception strategy to efficiently use the computing resources of the navigation system. The objective is to focus the attention where the danger may potentially appear. Then, we propose a decision process which consists to select the speed by optimizing a criteria linked to the mission objective.
Keywords :
acceleration control; agriculture; collision avoidance; control engineering computing; industrial robots; mobile robots; rendering (computer graphics); velocity control; 3D rendering; acceleration; agricultural field; allowable speed grid; collision avoidance; decision process; dynamic constraint; environment characterization; inertial center; mobile robot; navigation system; path optimization; perception strategy; physical integrity preservation; real outdoor application; vehicle capability; Acceleration; Biomimetics; Geometry; Mobile robots; Navigation; Orbital robotics; Robot sensing systems; Robotics and automation; Slag; Vehicle dynamics;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2009 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-4774-9
Electronic_ISBN :
978-1-4244-4775-6
DOI :
10.1109/ROBIO.2009.5420639