Title :
Incorporating Human Factor Considerations in Unmanned Aerial Vehicle Routing
Author :
Murray, Chase C. ; Park, Woo-Chan
Author_Institution :
Dept. of Ind. & Syst. Eng., Auburn Univ., Auburn, AL, USA
Abstract :
Unmanned aerial vehicles (UAVs) have become increasingly valuable military assets, and reliance upon them will continue to increase. Despite lacking an onboard pilot, UAVs require crews of up to three human operators. These crews are already experiencing high workload levels, which is a problem that will be likely compounded as the military envisions a future where a single operator controls multiple UAVs. To accomplish this goal, effective scheduling of UAVs and human operators is crucial to future mission success. We present a mathematical model for simultaneously routing UAVs and scheduling human operators, subject to operator workload considerations. This model is thought to be the first of its kind. Numerical examples demonstrate the dangers of ignoring the human element in UAV routing and scheduling.
Keywords :
autonomous aerial vehicles; human factors; UAV routing; human element; human factor consideration; mathematical model; military asset; onboard pilot; operator workload consideration; scheduling; unmanned aerial vehicle routing; Aircraft; Atmospheric modeling; Human factors; Humans; Mathematical model; Routing; Vehicles; Aircraft control human factors; cooperative systems; human–machine interactions; integer programming; scheduling;
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
DOI :
10.1109/TSMCA.2012.2216871