论文标题
启用和新兴技术以进行社会疏远:全面的调查和开放问题
Enabling and Emerging Technologies for Social Distancing: A Comprehensive Survey and Open Problems
论文作者
论文摘要
社会距离在防止病毒疾病疾病(如19 Covid-19)的传播中起着关键作用。通过最大程度地减少人们之间的亲密接触,我们可以减少捕获病毒并在整个社区中传播病毒的机会。本文旨在提供有关新兴技术,例如无线和网络,人工智能(AI)如何启用,鼓励甚至强制执行社会疏远实践的全面调查。为此,我们首先提供了社会疏远的全面背景,包括基本概念,测量,模型,并提出了各种实际的社会疏远场景。然后,我们讨论启用无线技术,这些技术特别有效,可以在实践中广泛采用,以保持距离,鼓励和执行一般的社会疏远。之后,引入了其他新兴和相关技术,例如机器学习,计算机视觉,热量,超声等。这些技术开辟了许多新的解决方案和方向,以应对社会疏远方面的问题,例如症状预测,检测和监测隔离的人以及接触跟踪。最后,我们在实践中实施社会疏远时提供了重要的开放问题和挑战(例如,保护隐私,调度和激励机制)。例如,将来没有对类似19的类似19的流浪汉的临时响应做出反应,而是智能基础架构(例如,下一代无线系统,例如6G,智能家庭/建筑物,智能城市,智能运输系统)应将大流行模式纳入其标准建筑/设计中。
Social distancing plays a pivotal role in preventing the spread of viral diseases illnesses such as COVID-19. By minimizing the close physical contact among people, we can reduce the chances of catching the virus and spreading it across the community. This paper aims to provide a comprehensive survey on how emerging technologies, e.g., wireless and networking, artificial intelligence (AI) can enable, encourage, and even enforce social distancing practice. To that end, we first provide a comprehensive background of social distancing including basic concepts, measurements, models, and propose various practical social distancing scenarios. We then discuss enabling wireless technologies which are especially effective and can be widely adopted in practice to keep distance, encourage, and enforce social distancing in general. After that, other emerging and related technologies such as machine learning, computer vision, thermal, ultrasound, etc., are introduced. These technologies open many new solutions and directions to deal with problems in social distancing, e.g., symptom prediction, detection and monitoring quarantined people, and contact tracing. Finally, we provide important open issues and challenges (e.g., privacy-preserving, scheduling, and incentive mechanisms) in implementing social distancing in practice. As an example, instead of reacting with ad-hoc responses to COVID-19-like pandemics in the future, smart infrastructures (e.g., next-generation wireless systems like 6G, smart home/building, smart city, intelligent transportation systems) should incorporate a pandemic mode in its standard architecture/design.