论文标题

人类数字双胞胎:调查

Human Digital Twin: A Survey

论文作者

Lin, Yujia, Chen, Liming, Ali, Aftab, Nugent, Christopher, Ian, Cleland, Li, Rongyang, Gao, Dazhi, Wang, Hang, Wang, Yajie, Ning, Huansheng

论文摘要

Digital Twin最近引起了越来越多的关注,导致了深入的研究和应用。随之而来的是,出现了一个被称为“人类数字双胞胎”(HDT)的新研究领域。与数字双胞胎的概念相似,HDT被称为数字世界中物理世界的复制品。然而,与任何物理系统和过程的数字双胞胎相比,HDT由于人类的动态和进化性质,包括身体,行为,社会,生理,心理,认知和生物学维度,因此更为复杂和精致。关于HDT的研究是有限的,并且该研究仍处于起步阶段。在本文中,我们首先研究了数字双胞胎概念的开始,开发和应用,提供了一个上下文,我们根据数字双胞胎和HDT之间的相似性和差异正式定义和表征HDT。然后,我们对HDT研究进行了广泛的文献综述,分析基础技术并建立典型的框架,其中组织了核心HDT功能或组件。基于上述工作的发现,我们为HDT系统提出了一个通用体系结构,并描述了核心功能块和相应的技术。此后,我们介绍了医疗保健,行业和日常生活领域中高清干清技术和应用的艺术状况。最后,我们讨论了与HDT的发展有关的各种问题,并指出了未来HDT研发的趋势和挑战。

Digital twin has recently attracted growing attention, leading to intensive research and applications. Along with this, a new research area, dubbed as "human digital twin" (HDT), has emerged. Similar to the conception of digital twin, HDT is referred to as the replica of a physical-world human in the digital world. Nevertheless, HDT is much more complicated and delicate compared to digital twins of any physical systems and processes, due to humans' dynamic and evolutionary nature, including physical, behavioral, social, physiological, psychological, cognitive, and biological dimensions. Studies on HDT are limited, and the research is still in its infancy. In this paper, we first examine the inception, development, and application of the digital twin concept, providing a context within which we formally define and characterize HDT based on the similarities and differences between digital twin and HDT. Then we conduct an extensive literature review on HDT research, analyzing underpinning technologies and establishing typical frameworks in which the core HDT functions or components are organized. Built upon the findings from the above work, we propose a generic architecture for the HDT system and describe the core function blocks and corresponding technologies. Following this, we present the state of the art of HDT technologies and applications in the healthcare, industry, and daily life domain. Finally, we discuss various issues related to the development of HDT and point out the trends and challenges of future HDT research and development.

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