Cooperative semantic sensor networks for pervasive computing contexts

M. Ruta, F. Scioscia, A. Pinto, F. Gramegna, S. Ieva, G. Loseto, E. Sciascio
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引用次数: 8

Abstract

The Semantic Web of Things (SWoT) merges the Internet of Things with knowledge representation and reasoning techniques borrowed from the Semantic Web, in order to improve resource management and discovery. This paper proposes a SWoT framework in Wireless Sensor Networks (WSNs) enabling cooperative discovery of sensors and actuators. A backward-compatible extension of the Constrained Application Protocol (CoAP) makes possible to use semantic matchmaking via non-standard reasoning to better characterize the resource discovery. The framework also integrates nimble data stream mining to detect and annotate high-level events through raw data gathered from the environment. A cooperative environmental monitoring case study in Hybrid Sensor and Vehicular Networks (HSVN) is presented together with experiments on a real testbed to assess feasibility and benefits of proposal.
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面向普适计算环境的协同语义传感器网络
语义物联网(SWoT)将物联网与从语义网借鉴的知识表示和推理技术相结合,以改善资源管理和发现。本文提出了一种无线传感器网络(WSNs)中的SWoT框架,使传感器和执行器能够协同发现。约束应用协议(CoAP)的向后兼容扩展使得通过非标准推理使用语义匹配成为可能,从而更好地表征资源发现。该框架还集成了灵活的数据流挖掘,通过从环境中收集的原始数据来检测和注释高级事件。提出了一个基于传感器与车辆混合网络的协同环境监测案例研究,并在实际测试平台上进行了实验,以评估该方案的可行性和效益。
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