CoAP-based collaborative sensor networks in the Semantic Web of Things

被引:10
|
作者
Ruta, Michele [1 ]
Scioscia, Floriano [1 ]
Pinto, Agnese [1 ]
Gramegna, Filippo [1 ]
Ieva, Saverio [1 ]
Loseto, Giuseppe [1 ]
Di Sciascio, Eugenio [1 ]
机构
[1] Polytech Univ Bari, Via E Orabona 4, I-70125 Bari, Italy
关键词
Semantic Web of Things; CoAP; Collaborative sensing; Resource discovery; Matchmaking; Data mining; INTERNET;
D O I
10.1007/s12652-018-0732-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Semantic Web of Things (SWoT) integrates knowledge representation and reasoning techniques originally devised for the Semantic Web into Internet of Things architectures, in order to provide more advanced service/resource management and discovery. This paper proposes a novel SWoT framework, enabling collaborative discovery of sensors and actuators in pervasive contexts. It is based on a backward-compatible extension of the Constrained Application Protocol (CoAP), supporting advanced semantic matchmaking via non-standard inference services. The proposed mobile agent is able to discover devices and share smartphone embedded sensors in a peer-to-peer fashion. Efficient data stream mining is also integrated to analyze raw data gathered from the environment and detect high-level events, annotating them with machine-understandable metadata. Finally, a case study about cooperative environmental risk monitoring and prevention in Hybrid Sensor and Vehicular Networks is presented. Experimental performance results on a real testbed assess the approach.
引用
收藏
页码:2545 / 2562
页数:18
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