论文标题

使用配备2D-LIDAR传感器的基于ROS的多机器人系统的自主入侵者检测

Autonomous Intruder Detection Using a ROS-Based Multi-Robot System Equipped with 2D-LiDAR Sensors

论文作者

Islam, Mashnoon, Ahmed, Touhid, Nuruddin, Abu Tammam Bin, Islam, Mashuda, Siddique, Shahnewaz

论文摘要

自主移动机器人在机器人安全平台中的应用正成为一个有前途的创新领域,因为它们可以通过各种传感器响应潜在的干扰来做出反应。研究人员提出了专注于使用单个移动机器人或合作多个机器人系统的系统。但是,很少有拟议的作品,特别是在多机器人系统领域,完全取决于来完成各种任务的激光传感器。当机器人上的其他传感器无法在特定条件下(例如在没有光线下运行的摄像机)中提供峰值性能时,这是必不可少的。本文提出了一个多机器人系统,该系统是使用ROS(机器人操作系统)开发的,该系统在单端传感器的场景中用于入侵者检测,并通过我们的中央机器人Midnet(多个入侵者检测网络)对所有机器人的检测进行集中处理。这项工作旨在在没有人类人员的情况下为仓库提供自主的多机器人安全解决方案。

The application of autonomous mobile robots in robotic security platforms is becoming a promising field of innovation due to their adaptive capability of responding to potential disturbances perceived through a wide range of sensors. Researchers have proposed systems that either focus on utilizing a single mobile robot or a system of cooperative multiple robots. However, very few of the proposed works, particularly in the field of multi-robot systems, are completely dependent on LiDAR sensors for achieving various tasks. This is essential when other sensors on a robot fail to provide peak performance in particular conditions, such as a camera operating in the absence of light. This paper proposes a multi-robot system that is developed using ROS (Robot Operating System) for intruder detection in a single-range-sensor-per-robot scenario with centralized processing of detections from all robots by our central bot MIDNet (Multiple Intruder Detection Network). This work is aimed at providing an autonomous multi-robot security solution for a warehouse in the absence of human personnel.

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