论文标题

评估无人机群在非语言HRI通信中的潜力

Evaluating the Potential of Drone Swarms in Nonverbal HRI Communication

论文作者

Grispino, Kasper, Lyons, Damian, Nguyen, Truong-Huy

论文摘要

人与人之间的交流充满了情感和情感,通过言语和非语言交流传达和感知。我们的论点是,无人机群可用于通过非语言渠道传达丰富效果的信息:指导,通常与人类受众通过其动作或行为的模式来警告人类受众。此外,这种方法具有独特的优势,例如灵活性和移动性比其他形式的用户界面。 在本文中,我们介绍了一项用户研究,以了解人类参与者如何感知和解释微无人机疯狂的四足动物的群体行为,飞行了三个不同的飞行形态,以弥合前端技术(无人机)与人类观察者的情感感知之间的心理鸿沟。我们问一个问题,人类观察者实际上是否会考虑一群无人机附近的无人机,以至于没有威胁性足以成为交流的工具,尽管缺乏口头语言或书面语言,但人类是否会从群体中进行一些交流。 我们的结果表明,对人类参与者开放的论文具有统计学上的显着支持,可以将无人机的运动解释为有意图并有可能将其运动解释为交流。这支持了无人机群作为通信资源,紧急指导情况,公共事件警务,旅游指导等的潜在使用。

Human-to-human communications are enriched with affects and emotions, conveyed, and perceived through both verbal and nonverbal communication. It is our thesis that drone swarms can be used to communicate information enriched with effects via nonverbal channels: guiding, generally interacting with, or warning a human audience via their pattern of motions or behavior. And furthermore that this approach has unique advantages such as flexibility and mobility over other forms of user interface. In this paper, we present a user study to understand how human participants perceived and interpreted swarm behaviors of micro-drone Crazyflie quadcopters flying three different flight formations to bridge the psychological gap between front-end technologies (drones) and the human observers' emotional perceptions. We ask the question whether a human observer would in fact consider a swarm of drones in their immediate vicinity to be nonthreatening enough to be a vehicle for communication, and whether a human would intuit some communication from the swarm behavior, despite the lack of verbal or written language. Our results show that there is statistically significant support for the thesis that a human participant is open to interpreting the motion of drones as having intent and to potentially interpret their motion as communication. This supports the potential use of drone swarms as a communication resource, emergency guidance situations, policing of public events, tour guidance, etc.

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