使用非自主机器人的自主多手推车收集系统:设计、控制和实施

IF 4.2 2区 计算机科学 Q2 ROBOTICS Journal of Field Robotics Pub Date : 2024-07-18 DOI:10.1002/rob.22395
Peijia Xie, Bingyi Xia, Anjun Hu, Ziqi Zhao, Lingxiao Meng, Zhirui Sun, Xuheng Gao, Jiankun Wang, Max Q.‐H. Meng
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引用次数: 0

摘要

在动态的公共环境中,机场行李车的收集和运输任务十分复杂,这对自动服务机器人来说既是一个持续的挑战,也是一个充满希望的机遇。以往的研究主要是在带有机械臂的通用平台上进行开发,或者专注于处理单个手推车,这在为实际场景提供经济高效的解决方案方面造成了差距。在本文中,我们提出了一种低成本移动操纵机器人,该机器人结合了自主框架,用于收集和运输多辆手推车,可显著提高操作效率。该方法涉及新颖的机械系统设计和基于视觉的控制策略。我们设计了一种轻型机械手和对接机制,并针对小车的顺序堆叠和运输进行了优化。在控制 Lyapunov 函数和控制障碍函数的基础上,我们提出了一种基于视觉的在线二次编程控制器,从而提高了对接精度。我们的系统在实际应用中得到了验证,并成功执行了多手推车收集任务。
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Autonomous multiple‐trolley collection system with nonholonomic robots: Design, control, and implementation
The task of collecting and transporting luggage trolleys in airports, characterized by its complexity within dynamic public environments, presents both an ongoing challenge and a promising opportunity for automated service robots. Previous research has primarily developed on universal platforms with robot arms or focused on handling a single trolley, creating a gap in providing cost‐effective and efficient solutions for practical scenarios. In this paper, we propose a low‐cost mobile manipulation robot incorporated with an autonomy framework for the collection and transportation of multiple trolleys that can significantly enhance operational efficiency. The method involves a novel design of the mechanical system and a vision‐based control strategy. We design a lightweight manipulator and the docking mechanism, optimized for the sequential stacking and transportation of trolleys. On the basis of the Control Lyapunov Function and Control Barrier Function, we propose a vision‐based controller with online Quadratic Programming, which improves the docking accuracy. The practical application of our system is demonstrated in real‐world scenarios, where it successfully executes the multiple‐trolley collection task.
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来源期刊
Journal of Field Robotics
Journal of Field Robotics 工程技术-机器人学
CiteScore
15.00
自引率
3.60%
发文量
80
审稿时长
6 months
期刊介绍: The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments. The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.
期刊最新文献
Issue Information Cover Image, Volume 41, Number 8, December 2024 Issue Information ForzaETH Race Stack—Scaled Autonomous Head‐to‐Head Racing on Fully Commercial Off‐the‐Shelf Hardware Research on Satellite Navigation Control of Six‐Crawler Machinery Based on Fuzzy PID Algorithm
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