Title :
Multi-UAV network control through dynamic task allocation: Ensuring data-rate and bit-error-rate support
Author :
Kopeikin, A. ; Ponda, Sameera S. ; Johnson, Luke B. ; How, Jonathan P.
Abstract :
A multi-UAV system relies on communications to operate. Failure to communicate remotely sensed mission data to the base may render the system ineffective, and the inability to exchange command and control messages can lead to system failures. This paper describes a unique method to control communications through distributed task allocation to engage under-utilized UAVs to serve as communication relays and to ensure that the network supports mission tasks. The distributed algorithm uses task assignment information, including task location and proposed execution time, to predict the network topology and plan support using relays. By explicitly coupling task assignment and relay creation processes the team is able to optimize the use of agents to address the needs of dynamic complex missions. The framework is designed to consider realistic network communication dynamics including path loss, stochastic fading, and information routing. The planning strategy is shown to ensure that agents support both datarate and interconnectivity bit-error-rate requirements during task execution. System performance is characterized through experiments both in simulation and in outdoor flight testing with a team of three UAVs.
Keywords :
autonomous aerial vehicles; command and control systems; error statistics; planning; relay networks (telecommunication); telecommunication network topology; command and control message; communication relay; control communication; data-rate support; distributed algorithm; distributed task allocation; dynamic task allocation; information routing; interconnectivity bit-error-rate requirement; multiUAV network control; multiUAV system; network communication dynamics; network supports mission task; network topology prediction; outdoor flight testing; path loss; planning strategy; relay creation process; remotely sensed mission data; stochastic fading; system failure; task assignment information; task execution; task location; Bit error rate; Planning; Relays; Resource management; Routing; Routing protocols; Signal to noise ratio;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
DOI :
10.1109/GLOCOMW.2012.6477821