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Planning and acting framework under robot operating system

机译:机器人操作系统下的规划和代理框架

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A well-known Operating System (OS) in the field of robotics is the Robot Operating System (ROS), which provides a set of tools and software libraries that are used to build many modern robotics systems. A planning system is concerned with generating a sequence of actions (plan) that can then be used by the robotic system to achieve its tasks. However, autonomous systems cannot depend only on planning systems to accomplish such tasks. In order to support such systems, it is necessary to develop an acting system, whose role is to complement the planning system by endowing the robotic system with additional flexibility to accomplish its tasks. In this paper, a state-of-the-art framework, RosPlanAct, is described. This architecture is used for embedding task planning and acting systems into the ROS. The planning section uses the environment model (planning domain) and the task specifications (planning problem) to generate an appropriate sequence of actions (plan) for any robot tasks. Then, the acting part of the system receives this plan and acts upon its schedule to achieve the specified task. Throughout this paper, there are three main issues that the actor must cope with to avoid failure. These issues are plan refinement, re-planning, and reacting to exogenous events. The specification of the RosPlanAct architecture and a case study in autonomous mobile robot are explained. The case study involves an autonomous vehicle in scenarios that clearly demonstrate the flexibility, stability, and robustness of the presented approach.
机译:机器人领域的众所周知的操作系统(OS)是机器人操作系统(ROS),它提供了一组工具和软件库,用于构建许多现代机器人系统。规划系统涉及生成一系列动作(计划),然后可以由机器人系统使用来实现其任务。但是,自主系统只能依赖于规划系统来完成这些任务。为了支持这些系统,有必要开发一个代理系统,其作用是通过赋予机器人系统来补充规划系统,以实现其任务的额外灵活性。在本文中,描述了一种最先进的框架,ROSplanact。此架构用于将任务规划和代理系统嵌入ROS。规划部分使用环境模型(规划域)和任务规范(规划问题)来为任何机器人任务生成适当的操作序列(计划)。然后,系统的作用部分接收此计划并在其计划上行动以实现指定的任务。在本文中,演员必须应付三个主要问题,以避免失败。这些问题是计划改进,重新规划和对外生事件的反应。解释了ROSPLANACT架构的规范和自主移动机器人的案例研究。案例研究涉及一种在方案中的自主车辆,清楚地证明了所提出的方法的灵活性,稳定性和鲁棒性。

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