应用层物联网互操作性的语义网关

IF 0.5 Q4 COMPUTER SCIENCE, THEORY & METHODS Applied Computer Systems Pub Date : 2022-12-01 DOI:10.2478/acss-2022-0021
Sihem Benkhaled, M. Hemam
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引用次数: 0

摘要

由于物联网(IoT)的快速发展,研究人员已经展示了各种物联网解决方案,这些解决方案用于通过互联网互连各种物联网设备。然而,物联网陷入了垂直孤岛;现有的解决方案提供了特定的物联网基础设施、设备、协议、数据格式和模型。这种多样性和异质性导致了互操作性问题。异构性发生在所有物联网层,特别是在应用层;设备通常采用互不兼容的应用层通信协议将设备连接到物联网服务。此外,为了将语义集成到原始数据中,每个系统使用其特定于领域的本体,通过添加语义注释使数据更易于理解和解释。孤立工作降低了物联网设备和系统之间的互操作性,跨域的事物需要联网和协作以提供高水平的物联网服务。因此,为了缓解应用层系统垂直竖井间通信协议互操作性和语义互操作性问题,本文提出了一种语义网关(semantic gateway, SGIoT),作为物理层异构汇聚节点与物联网服务之间的桥梁。SGIoT支持CoAP和MQTT等通信协议之间的互连,而不考虑其通信模型,同时它通过跨域本体(CDOnto)实现语义注释的语义集成,以便在跨域的物联网应用程序之间提供消息解释。我们的方法侧重于模块化和可扩展性。
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A Semantic Gateway for Internet of Things Interoperability at the Application Layer
Abstract Due to the rapid growth of the Internet of Things (IoT), researchers have demonstrated various IoT solutions, which are used to interconnect a wide range of IoT devices through the Internet. However, IoT stumbled into vertical silos; the available solutions provide specific IoT infrastructure, devices, protocols, data formats and models. This diversity and heterogeneity lead to interoperability issues. Heterogeneity happens at all IoT layers, especially at the application layer; devices often adopt mutually incompatible application-layer communication protocols to connect devices to IoT services. Furthermore, in order to integrate semantics to raw data, each system uses its one domain-specific ontology to make data more understandable and interpretable by adding semantic annotations. Working in isolation reduces the interoperability among IoT devices and systems, things across domains need to internetwork and collaborate to provide high level IoT services. Therefore, to alleviate the problem of both communication protocol interoperability and semantic interoperability across vertical silos of systems at the application layer, this paper proposes a semantic gateway (SGIoT) that acts as a bridge between heterogeneous sink nodes at the physical level and IoT services. SGIoT enables interconnectivity between communication protocols such as CoAP and MQTT regardless of their communication model, meanwhile it enables semantics integration throu gh cross-domain ontology (CDOnto) for semantic annotation, in order to provide interpretation of messages among IoT applications across domains. Our approach focuses on modularity and extensibility.
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来源期刊
Applied Computer Systems
Applied Computer Systems COMPUTER SCIENCE, THEORY & METHODS-
自引率
10.00%
发文量
9
审稿时长
30 weeks
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