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Semantic enablers for dynamic digital-physical object associations in a federated node architecture for the Internet of Things

机译:物联网联合节点体系结构中用于动态数字物理对象关联的语义使能器

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摘要

The Internet of Things (IoT) paradigm aims to realize heterogeneous physical world objects interacting with each other and with the surrounding environment. In this prospect, the automatic provisioning of the varied possible interactions and bridging them with the digital world is a key pertinent issue for enabling novel IoT applications. The introduction of description logic-based semantics to provide homogeneous descriptions of object capabilities enables lowering the heterogeneity and a limited set of interactions (such as those with stationary objects with fixed availability) to be deduced using classical reasoning systems. However, the inability of such semantics to capture the dynamics of an IoT system as well as the scalability issues that reasoning systems encounter if too many descriptions have to be processed, necessitate that such approaches should be used in conjunction with others. Towards this aim, this paper proposes an automated rule-based association mechanism for integrating the digital IoT components with physical entities along temporal-spatial-thematic axes. To address the scalability issue, this mechanism is distributed over a federated network of nodes, each embodying a set of objects located in the same geographical area. Nodes covering nearby geographical areas can share their object descriptions while all nodes are capable of deducing interactions between the descriptions that they are aware of.
机译:物联网(IoT)范例旨在实现彼此之间以及与周围环境交互的异构物理世界对象。在这种前景下,自动提供各种可能的交互并将其与数字世界联系在一起是实现新型物联网应用的关键相关问题。引入基于描述逻辑的语义以提供对对象功能的同质描述可以降低异质性,并且可以使用经典推理系统推导有限的一组交互(例如具有固定可用性的固定对象的交互)。但是,如果必须处理太多描述,则此类语义无法捕获IoT系统的动态以及推理系统遇到的可伸缩性问题,因此必须将此类方法与其他方法结合使用。为了实现这一目标,本文提出了一种基于规则的自动化关联机制,用于将数字IoT组件与物理实体沿时空主题轴进行集成。为了解决可伸缩性问题,此机制分布在节点的联合网络上,每个节点都包含位于同一地理区域中的一组对象。覆盖附近地理区域的节点可以共享其对象描述,而所有节点都能够推断出它们所知道的描述之间的交互。

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