工具箱
机器人学
机器人
计算机科学
模块化设计
分布式计算
人工智能
任务(项目管理)
光学(聚焦)
自重构模块化机器人
计算
移动机器人
控制工程
人机交互
机器人控制
工程类
系统工程
程序设计语言
物理
光学
作者
Andrea Testa,Andrea Camisa,Giuseppe Notarstefano
标识
DOI:10.1109/lra.2021.3061366
摘要
In this paper, we introduce ChoiRbot, a toolbox for distributed cooperative robotics based on the novel Robot Operating System (ROS) 2. ChoiRbot provides a fully-functional toolset to execute complex distributed multi-robot tasks, either in simulation or experimentally, with a particular focus on networks of heterogeneous robots without a central coordinator. Thanks to its modular structure, ChoiRbot allows for a highly straight implementation of optimization-based distributed control schemes, such as distributed optimal control, model predictive control, task assignment, in which local computation and communication with neighboring robots are alternated. To this end, the toolbox provides functionalities for the solution of distributed optimization problems. The package can be also used to implement distributed feedback laws that do not need optimization features but do require the exchange of information among robots. The potential of the toolbox is illustrated with simulations and experiments on distributed robotics scenarios with mobile ground robots. The ChoiRbot toolbox is available at https://github.com/OPT4SMART/choirbot.
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