Title
Towards Collaborative Sensing using Dynamic Intelligent Virtual Sensors.
Abstract
The recent advent of 'Internet of Things' technologies is set to bring about a plethora of heterogeneous data sources to our immediate environment. In this work, we put forward a novel concept of dynamic intelligent virtual sensors (DIVS) in order to support the creation of services designed to tackle complex problems based on reasoning about various types of data. While in most of works presented in the literature virtual sensors are concerned with homogeneous data and/or static aggregation of data sources, we define DIVS to integrate heterogeneous and distributed sensors in a dynamic manner. This paper illustrates how to design and build such systems based on a smart building case study. Moreover, we propose a versatile framework that supports collaboration between DIVS, via a semantics empowered search heuristic, aimed towards improving their performance.
Year
DOI
Venue
2016
10.1007/978-3-319-48829-5_21
Studies in Computational Intelligence
Field
DocType
Volume
Heuristic,Computer science,Homogeneous,Internet of Things,Virtual sensors,Data type,Building automation,Wireless sensor network,Complex problems,Distributed computing
Conference
678
ISSN
Citations 
PageRank 
1860-949X
1
0.34
References 
Authors
6
4
Name
Order
Citations
PageRank
Radu-Casian Mihailescu1207.45
Jan A. Persson214519.37
Paul Davidsson331553.19
Ulrik Eklund418213.59