Controlling a Virtual Structure Involving a UAV and a UGV for Warehouse Inventory

IF 3.1 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Mauro Sérgio Mafra Moreira, Daniel Khede Dourado Villa, Mário Sarcinelli-Filho
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Abstract

A control system based on the control paradigm of virtual structure is here proposed for a multi-robot system involving a quadrotor and a ground vehicle, operating in an automated warehouse. The ground robot can either provide extra power to the quadrotor, thus increasing its autonomy, or receive data from it. Therefore, the quadrotor is tethered to the ground robot through flexible cables, thus justifying the adoption of the virtual structure control paradigm, which allows controlling the two vehicles simultaneously. The control approach adopted aims at guiding the virtual vertical line joining the two robots to allow the quadrotor to produce an inventory of goods in an automated warehouse. Therefore, the two robots should visit a sequence of known positions, in front of cabinets of vertically arranged shelves. In each of them the quadrotor should read QR codes, bar-codes or RFID cards corresponding to the stored boxes, to produce the inventory. Therefore, the control objective, the focus of this paper, is to keep the shape of the virtual vertical line linking the two robots while moving. However, when an obstacle appears in the route, such as a box or other robot in the floor or another aerial robot, the formation changes its shape accordingly, to avoid the obstacle. An experiment in lab scale, mimicking a real situation, is run, whose results allow claiming that the proposed system is an effective solution for the problem of controlling a multi-robot system to produce an inventory in an automated warehouse.

控制涉及无人机和无人潜航器的虚拟结构进行仓库清点
本文提出了一种基于虚拟结构控制范例的控制系统,适用于在自动化仓库中运行的多机器人系统,包括一个四旋翼机器人和一个地面车辆。地面机器人既可以为四旋翼飞行器提供额外动力,从而提高其自主性,也可以接收来自四旋翼飞行器的数据。因此,四旋翼飞行器通过柔性电缆拴在地面机器人上,从而证明采用虚拟结构控制范例是合理的,这种范例可以同时控制两个飞行器。所采用的控制方法旨在引导连接两个机器人的虚拟垂直线,使四旋翼机器人能够在自动化仓库中生产货物库存。因此,两个机器人应访问垂直排列的货架柜前的一系列已知位置。在每个位置上,四旋翼机器人都应读取与存储箱相对应的 QR 码、条形码或 RFID 卡,以编制库存清单。因此,本文的重点控制目标是在移动过程中保持连接两个机器人的虚拟垂直线的形状。但是,当路线上出现障碍物时,如地面上的箱子或其他机器人或另一个空中机器人,编队就会相应地改变形状,以避开障碍物。我们模拟真实情况,在实验室规模上进行了实验,实验结果表明,对于控制多机器人系统在自动化仓库中生产存货的问题,所提出的系统是一个有效的解决方案。
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来源期刊
Journal of Intelligent & Robotic Systems
Journal of Intelligent & Robotic Systems 工程技术-机器人学
CiteScore
7.00
自引率
9.10%
发文量
219
审稿时长
6 months
期刊介绍: The Journal of Intelligent and Robotic Systems bridges the gap between theory and practice in all areas of intelligent systems and robotics. It publishes original, peer reviewed contributions from initial concept and theory to prototyping to final product development and commercialization. On the theoretical side, the journal features papers focusing on intelligent systems engineering, distributed intelligence systems, multi-level systems, intelligent control, multi-robot systems, cooperation and coordination of unmanned vehicle systems, etc. On the application side, the journal emphasizes autonomous systems, industrial robotic systems, multi-robot systems, aerial vehicles, mobile robot platforms, underwater robots, sensors, sensor-fusion, and sensor-based control. Readers will also find papers on real applications of intelligent and robotic systems (e.g., mechatronics, manufacturing, biomedical, underwater, humanoid, mobile/legged robot and space applications, etc.).
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