Title :
AND/OR net representation for robotic task sequence planning
Author :
Cao, Tiehua ; Sanderson, Arthur C.
Author_Institution :
Corp. Manuf. Syst., Motorola Inc., Schaumburg, IL, USA
fDate :
5/1/1998 12:00:00 AM
Abstract :
The paper describes a framework for task sequence planning for a generalized robotic work cell. The AND/OR net provides a compact, distributed, domain-specific representation of geometric configurations of parts and devices in the work cell. The approach maintains a correspondence from geometric state information to task and motion plans and on-line discrete-event control that is not available in traditional action-based planners. The feasibility criteria for each AND/OR net transition guide the geometric reasoning required in the planning of feasible sequences. The resulting search space for plans is often much smaller (due to explicit representation of geometric constraints) than the state space of an action-based task planner. For purposes of analysis, the AND/OR net is mapped into a Petri net and the resulting Petri net is shown to be bounded and have guaranteed properties of liveness, safeness, and reversibility. In this form, the AND/OR net may be viewed as a Petri net synthesis tool in which the resulting Petri net representation may be used for on-line scheduling and control of the system
Keywords :
Petri nets; planning (artificial intelligence); robots; scheduling; sequences; spatial reasoning; AND/OR net representation; Petri net; Petri net synthesis tool; devices; distributed domain-specific geometric configuration representation; feasibility criteria; feasible sequence planning; generalized robotic work cell; geometric reasoning; geometric state information; liveness; motion plans; on-line discrete-event control; on-line scheduling; parts; reversibility; robotic task sequence planning; safeness; search space; Assembly; Control system synthesis; Intelligent robots; Logic; Motion control; Motion planning; NASA; Orbital robotics; Robotics and automation; State-space methods;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/5326.669552