A wireless sensor network testbed for event detection in smart homes
2013 (English)In: 2013 9th IEEE International Conference On Distributed Computing In Sensor Systems (IEEE DCOSS 2013), IEEE Computer Society, 2013, 321-322 p.Conference paper (Refereed)
In smart homes, it is essential to reliably detect events including water leakages. A control action, such as shutting the water pipes, relies on reliable event detection. In this demo, a wireless sensor network for detection and localization of events in smart homes is presented. The demo is based on novel distributed detection-estimation and localization algorithms. A graphical user interface to visualize in real-time the network status is developed. Upon a detected event, the user is alerted through a Twitter notification. In the experiments the false alarm probability is improved by 30% and the average relative localization error is 1.7%.
Place, publisher, year, edition, pages
IEEE Computer Society, 2013. 321-322 p.
actuation, bayesian detection, estimation, gui, kalman, localization, smart home, twitter, wsn
IdentifiersURN: urn:nbn:se:kth:diva-133404DOI: 10.1109/DCOSS.2013.36ISI: 000328213800047ScopusID: 2-s2.0-84883404381ISBN: 978-0-7695-5041-1OAI: oai:DiVA.org:kth-133404DiVA: diva2:661506
9th IEEE International Conference on Distributed Computing in Sensor Systems, DCoSS 2013; Cambridge, MA; United States; 21 May 2013 through 23 May 2013
QC 201311042013-11-042013-10-312014-01-14Bibliographically approved