基于CloudROS的移动机器人的设计

Qian Gao, Hongtai Cheng
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引用次数: 3

摘要

由于机载计算和存储资源有限,移动机器人在处理计算密集型任务时不能很好地工作。云机器人技术可以通过扩展和卸载机器人的计算和数据到云来解决这个问题。大多数云机器人框架都与ROS兼容,以充分利用其丰富的软件包和工具集。然而,由于接口和网络结构问题,将云服务集成到现有的机器人系统中通常需要大量的人力。CloudROS是一个完全基于ROS的云机器人框架,可以无缝集成到ROS网络中。所有云服务都以ROS节点的形式提供,可以加入本地机器人的ROS网络。非ROS协议被ROS服务接口屏蔽。本文设计了一个移动机器人来验证CloudROS架构的有效性。该机器人使用树莓派3作为主控制器和麦克风,立体摄像头来感知世界。图像处理、地图绘制与导航、人机交互、数据存储、远程监控等功能均通过云服务实现。实验验证了CloudROS框架的有效性和这种低成本移动机器人的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of a CloudROS enabled Mobile Robot
Mobile robot cannot work well when dealing with computation-intensive tasks because of its limited onboard computing and storage resources. The cloud robotics technology is able to solve this issue by expanding and offloading the robot's computations and data to the cloud. Most of the cloud robotics frameworks are compatible with ROS to fully utilize its rich packages and tool-sets. However, because of the interfacing and network structure problem, integrating cloud service to existing robot system usually requires much human effort. CloudROS is a cloud robotics framework which completely based on ROS and can be seamlessly integrated to ROS networks. All cloud services are provided as ROS nodes which can join the local robot's ROS network. The non-ROS protocols are masked by ROS service interface. In this paper, a mobile robot is designed to verify the effectiveness of the CloudROS architecture. The robot uses Raspberry Pi 3 as the main controller and microphone, stereo cameras to sense the world. The image processing, mapping building and navigation, human-robot interaction, data storing and remote monitoring functions are all realized through the cloud services. The experiments verify the effectiveness of the CloudROS framework and potentials of such a low-cost mobile robot.
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