Heterogeneous Coverage and Multi-Resource Allocation in Supply-Constrained Teams

Heterogeneous Coverage and Multi-Resource Allocation in Supply-Constrained Teams
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供应受限团队中的异构覆盖和多资源分配

DOI:
10.1109/icra48891.2023.10160414
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发表时间:
2023
期刊:
2023 IEEE International Conference on Robotics and Automation (ICRA)
影响因子:
--
通讯作者:
Alyssa Pierson
Alyssa Pierson
中科院分区:
--
文献类型:
--
作者:
Mela C. Coffey;Alyssa Pierson

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我们考虑一组异构机器人,每个机器人都配备了各种类型和数量的资源,并负责为多个需求领域提供这些资源。我们提出了一种基于Voronoi的覆盖控制方法,通过定义一个位置和时变密度函数来表示在环境中满足需求的质量,将机器人部署到需求区域。这种方法允许机器人以连续、分布式的方式优先考虑各种需求位置。我们目前的分析表明,我们的控制驱动机器人在环境中的关键点,沿着与模拟和硬件在环实验来证明我们的方法。
We consider a team of heterogeneous robots, each equipped with various types and quantities of resources, and tasked with supplying these resources to multiple areas of demand. We propose a Voronoi-based coverage control approach to deploy robots to areas of demand by defining a position- and time-varying density function to represent the quality at which demand is being met in the environment. This approach allows robots to prioritize the various demand locations in a continuous, distributed fashion. We present analyses to show that our controls drive the robots to critical points in the environment, along with simulations and hardware-in-the-loop experiments to demonstrate our approach.
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发表时间: 2020-12
期刊: 2021 IEEE International Conference on Robotics and Automation (ICRA)
影响因子: --
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DOI: 10.1109/iros51168.2021.9636815
发表时间: 2021
期刊: International Conference on Intelligent Robots and Systems
影响因子: --
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