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SAMuS: service-oriented architecture for multisensor surveillance in smart homes

Sofie Van Hoecke (UGent) , Ruben Verborgh (UGent) , Davy Van Deursen (UGent) and Rik Van de Walle (UGent)
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Abstract
The design of a service-oriented architecture for multisensor surveillance in smart homes is presented as an integrated solution enabling automatic deployment, dynamic selection, and composition of sensors. Sensors are implemented as Web-connected devices, with a uniform Web API. RESTdesc is used to describe the sensors and a novel solution is presented to automatically compose Web APIs that can be applied with existing Semantic Web reasoners. We evaluated the solution by building a smart Kinect sensor that is able to dynamically switch between IR and RGB and optimizing person detection by incorporating feedback from pressure sensors, as such demonstrating the collaboration among sensors to enhance detection of complex events. The performance results show that the platform scales for many Web APIs as composition time remains limited to a few hundred milliseconds in almost all cases.

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Citation

Please use this url to cite or link to this publication:

Chicago
Van Hoecke, Sofie, Ruben Verborgh, Davy Van Deursen, and Rik Van de Walle. 2014. “SAMuS: Service-oriented Architecture for Multisensor Surveillance in Smart Homes.” Scientific World Journal.
APA
Van Hoecke, Sofie, Verborgh, R., Van Deursen, D., & Van de Walle, R. (2014). SAMuS: service-oriented architecture for multisensor surveillance in smart homes. SCIENTIFIC WORLD JOURNAL.
Vancouver
1.
Van Hoecke S, Verborgh R, Van Deursen D, Van de Walle R. SAMuS: service-oriented architecture for multisensor surveillance in smart homes. SCIENTIFIC WORLD JOURNAL. 2014;
MLA
Van Hoecke, Sofie, Ruben Verborgh, Davy Van Deursen, et al. “SAMuS: Service-oriented Architecture for Multisensor Surveillance in Smart Homes.” SCIENTIFIC WORLD JOURNAL (2014): n. pag. Print.
@article{4384326,
  abstract     = {The design of a service-oriented architecture for multisensor surveillance in smart homes is presented as an integrated solution enabling automatic deployment, dynamic selection, and composition of sensors. Sensors are implemented as Web-connected devices, with a uniform Web API. RESTdesc is used to describe the sensors and a novel solution is presented to automatically compose Web APIs that can be applied with existing Semantic Web reasoners. We evaluated the solution by building a smart Kinect sensor that is able to dynamically switch between IR and RGB and optimizing person detection by incorporating feedback from pressure sensors, as such demonstrating the collaboration among sensors to enhance detection of complex events. The performance results show that the platform scales for many Web APIs as composition time remains limited to a few hundred milliseconds in almost all cases.},
  articleno    = {150696},
  author       = {Van Hoecke, Sofie and Verborgh, Ruben and Van Deursen, Davy and Van de Walle, Rik},
  issn         = {1537-744X},
  journal      = {SCIENTIFIC WORLD JOURNAL},
  language     = {eng},
  pages        = {9},
  title        = {SAMuS: service-oriented architecture for multisensor surveillance in smart homes},
  url          = {http://dx.doi.org/10.1155/2014/150696},
  year         = {2014},
}

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