A survey on socially aware robot navigation: Taxonomy and future challenges

Phani Teja Singamaneni, Pilar Bachiller-Burgos, Luis J. Manso, Anaís Garrell, Alberto Sanfeliu, Anne Spalanzani, Rachid Alami
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Abstract

Socially aware robot navigation is gaining popularity with the increase in delivery and assistive robots. The research is further fueled by a need for socially aware navigation skills in autonomous vehicles to move safely and appropriately in spaces shared with humans. Although most of these are ground robots, drones are also entering the field. In this paper, we present a literature survey of the works on socially aware robot navigation in the past 10 years. We propose four different faceted taxonomies to navigate the literature and examine the field from four different perspectives. Through the taxonomic review, we discuss the current research directions and the extending scope of applications in various domains. Further, we put forward a list of current research opportunities and present a discussion on possible future challenges that are likely to emerge in the field.
社会意识机器人导航调查:分类与未来挑战
随着送货机器人和辅助机器人的增加,具有社会意识的机器人导航越来越受欢迎。自动驾驶车辆需要具备社会意识导航技能,以便在与人类共享的空间内安全、适当地移动,这进一步推动了相关研究的发展。虽然这些机器人大多是地面机器人,但无人机也正在进入这一领域。在本文中,我们介绍了过去 10 年中有关社会意识机器人导航的文献调查。我们提出了四种不同的分类方法来浏览文献,并从四个不同的角度来审视这一领域。通过分类综述,我们讨论了当前的研究方向以及在各个领域的扩展应用范围。此外,我们还列出了当前的研究机会,并讨论了该领域未来可能出现的挑战。
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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