DVRP-MHSI: Dynamic Visualization Research Platform for Multimodal Human-Swarm Interaction

IF 4.6 2区 计算机科学 Q2 ROBOTICS
Pengming Zhu;Zhiwen Zeng;Weijia Yao;Wei Dai;Huimin Lu;Zongtan Zhou
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引用次数: 0

Abstract

In recent years, there has been a significant amount of research on algorithms and control methods for distributed collaborative robots. However, the emergence of collective behavior in a swarm is still difficult to predict and control. Nevertheless, human interaction with the swarm helps render the swarm more predictable and controllable, as human operators can utilize intuition or knowledge that is not always available to the swarm. Therefore, this letter designs the Dynamic Visualization Research Platform for Multimodal Human-Swarm Interaction (DVRP-MHSI), which is an innovative open system that can perform real-time dynamic visualization and is specifically designed to accommodate a multitude of interaction modalities (such as brain-computer, eye-tracking, electromyographic, and touch-based interfaces), thereby expediting progress in human-swarm interaction research. Specifically, the platform consists of custom-made low-cost omnidirectional wheeled mobile robots, multitouch screens and two workstations. In particular, the mutitouch screens can recognize human gestures and the shapes of objects placed on them, and they can also dynamically render diverse scenes. One of the workstations processes communication information within robots and the other one implements human-robot interaction methods. The development of DVRP-MHSI frees researchers from hardware or software details and allows them to focus on versatile swarm algorithms and human-swarm interaction methods without being limited to predefined and static scenarios, tasks, and interfaces. The effectiveness and potential of the platform for human-swarm interaction studies are validated by several demonstrative experiments.
多模态人群交互动态可视化研究平台
近年来,人们对分布式协作机器人的算法和控制方法进行了大量的研究。然而,群体中集体行为的出现仍然是难以预测和控制的。然而,人类与群体的互动有助于使群体更可预测和可控,因为人类操作员可以利用群体并不总是可用的直觉或知识。因此,本信函设计了多模态人群交互动态可视化研究平台(DVRP-MHSI),这是一个创新的开放系统,可以执行实时动态可视化,并专门设计用于适应多种交互模式(如脑机,眼动追踪,肌电图和基于触摸的界面),从而加快了人群交互研究的进展。具体而言,该平台由定制的低成本全向轮式移动机器人、多点触摸屏和两个工作站组成。特别是,多点触控屏幕可以识别人类的手势和放置在其上的物体的形状,还可以动态呈现不同的场景。其中一个工作站处理机器人内部的通信信息,另一个工作站实现人机交互方法。DVRP-MHSI的开发将研究人员从硬件或软件细节中解放出来,使他们能够专注于多用途的群体算法和人类群体交互方法,而不局限于预定义的静态场景、任务和界面。通过几个示范实验验证了该平台在人群交互研究中的有效性和潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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