Congestion Analysis for the DARPA OFFSET CCAST Swarm

التفاصيل البيبلوغرافية
العنوان: Congestion Analysis for the DARPA OFFSET CCAST Swarm
المؤلفون: Brown, Robert, Adams, Julie A.
المصدر: Field Robotics, Special Issue: Dynamic Large-Scale Swarm Systems in Urban Environments: Results from the DARPA OFFSET Program, 3: 190-221, 2023
سنة النشر: 2023
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Robotics
الوصف: The Defense Advanced Research Projects Agency (DARPA) OFFensive Swarm-Enabled Tactics program's goal of launching 250 unmanned aerial and ground vehicles from a limited sized launch zone was a daunting challenge. The swarm's aerial vehicles were primarily multirotor platforms, which can efficiently be launched en masse. Each field exercise expected the deployment of an even larger swarm. While the launch zone's spatial area increased with each field exercise, the relative space for each vehicle was not necessarily increased, considering the increasing size of the swarm and the vehicles' associated GPS error; however, safe mission deployment and execution were expected. At the same time, achieving the mission goals required maximizing efficiency of the swarm's performance by reducing congestion that blocked vehicles from completing tactic assignments. Congestion analysis conducted before the final field exercise focused on adjusting various constraints to optimize the swarm's deployment without reducing safety. During the field exercise, data was collected that permitted analyzing the number and durations of individual vehicle blockages' impact on the resulting congestion. After the field exercise, additional analyses used the mission plan to validate the use of simulation for analyzing congestion.
Comment: 32 pages, 15 figures with multiple subfigures, Field Robotics Journal, published
نوع الوثيقة: Working Paper
DOI: 10.55417/fr.2023005
URL الوصول: http://arxiv.org/abs/2307.16788
رقم الأكسشن: edsarx.2307.16788
قاعدة البيانات: arXiv