Title :
Task allocation for wide area search munitions with variable path length
Author :
Schumacher, Corey ; Chandler, Phillip R. ; Rasmussen, Steven J. ; Walker, David
Author_Institution :
Div. of Control Sci., Air Force Res. Lab., Wright-Patterson AFB, OH, USA
Abstract :
This paper addresses the problem of task allocation for wide area search munitions. The munitions are required to search for, classify, attack, and verify the destruction of potential targets. It is assumed that target field information is communicated between all elements of the swarm. A network flow optimization model is used to develop a linear program for optimal resource allocation. This method can be used to generate a "tour" of several assignments to be performed consecutively, by running the assignment iteratively and only updating the assigned task with the shortest estimated time-of-arrival (ETA) in each iteration. Periodically resolving the overall optimization problem as new targets are discovered results in coordinated action by the search munitions. Variable path lengths are used to improve overall performance and guarantee computation of feasible paths. Simulation results are presented for a swarm of eight vehicles searching an area containing multiple potential targets.
Keywords :
aerospace robotics; aircraft control; linear programming; mobile robots; multi-robot systems; remotely operated vehicles; resource allocation; target tracking; task analysis; estimated time-of-arrival; feasible path; network flow optimization model; optimal resource allocation; target field information; task allocation; variable path length; wide area search munitions; Computational modeling; Force control; Fuels; Iterative algorithms; Mobile robots; Path planning; Power system modeling; Remotely operated vehicles; Target recognition; Weapons;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1244069