Service discovery for internet of things: a context-awareness perspective

Qiang Wei, Zhi Jin
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引用次数: 47

Abstract

In Internet of Things (IoT), functionalities of devices are encapsulated as real-world services to interact with other things or traditional web services to realize the seamless integration physical world with information world, where service discovery plays an important role. However, the resource-constrained and mobility natures of devices and intermittent disconnection of wireless network result in services in IoT having highly dynamic environment, which asks for different requirements for context-aware service discovery approach than traditional web services and brings new challenges for service discovery in IoT. In this paper, we analyze the role of context and relations with entities in IoT firstly; then combing the characteristics of data in IoT, a common ontology based context model with the ability to handle uncertainty and temporal aspects of context is proposed and Dynamic Bayesian networks (DBN) is adopted to reason about these contexts for supporting to sense current situation. Finally, based on the context model and reasoning approach proposed, we present a context-aware service discovery architecture for IoT to provide an efficient infrastructure to support user-centric and environment-aware service provision.
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物联网的服务发现:上下文感知视角
在物联网(Internet of Things, IoT)中,设备的功能被封装为现实世界的服务,与其他事物或传统的web服务进行交互,实现物理世界与信息世界的无缝集成,其中服务发现起着重要的作用。然而,由于设备的资源约束和移动性以及无线网络的间歇性断开,使得物联网中的服务具有高度动态的环境,这就对上下文感知的服务发现方法提出了不同于传统web服务的要求,给物联网中的服务发现带来了新的挑战。本文首先分析了上下文在物联网中的作用及其与实体的关系;然后,结合物联网数据的特点,提出了一种通用的基于本体的上下文模型,该模型具有处理上下文不确定性和时变方面的能力,并采用动态贝叶斯网络(DBN)对这些上下文进行推理,支持对当前状态的感知。最后,基于所提出的上下文模型和推理方法,我们提出了一种上下文感知的物联网服务发现架构,为支持以用户为中心和环境感知的服务提供提供了高效的基础设施。
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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