Title :
Task allocation for wide area search munitions
Author :
Schumacher, Corey ; Chandler, Phillip R. ; Rasmussen, Steven R.
Author_Institution :
Flight Control Div., Air Force Res. Lab., Wright-Patterson AFB, OH, USA
Abstract :
Addresses the problem of task allocation for wide area search munitions. The munitions are required to search for, classify, attack, and perform battle damage assessment on 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. Periodically re-solving this optimization problem results in coordinated action by the search munitions. The network optimization model can be initialized such that multiple vehicles can be assigned to service a single target. Memory of previous task assignments is included in the task benefit calculations to reduce churning due to frequent reassignments. Simulation results are presented for a swarm of eight vehicles searching an area containing three potential targets. All targets are quickly classified, attacked, and verified as destroyed.
Keywords :
graph theory; linear programming; military aircraft; mobile robots; multi-robot systems; remotely operated vehicles; resource allocation; battle damage assessment; linear program; network flow optimization model; optimal resource allocation; swarm; target field information; task allocation; task assignments; wide area search munitions; Aerospace control; Aircraft; Engines; Force control; Fuels; Laboratories; Mobile robots; Remotely operated vehicles; Resource management; Weapons;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1023915