DocumentCode
3582244
Title
Sensor network based device free trespasser detection and localisation
Author
Sampath, Prasad ; Edirisinghe, Ruwini ; Dias, Dileeka
Author_Institution
Commun. Res. Lab., Dialog - UoM Mobile, Motaruwa, Sri Lanka
fYear
2014
Firstpage
1
Lastpage
6
Abstract
Device free detection and localization is a promising and a very practical research area where installation of expensive sensors and/or tagging the intruder is not feasible. This paper reports a mesh network developed for device free trespasser detection. We use the Received Signal Strength Indicator (RSSI) measurements of the wireless links within the mesh as the sole sensing mechanism. A fingerprint of RSSI measurements characterizes the environment under normal conditions including multi-path effects. A technique to differentiate RSSI variations due to trespassers from those due to multi-path effects is demonstrated. The results of the experiments conducted in an outdoor environment have verified that the proposed method can be used to detect trespassers successfully. The reliability of the detection is improved by cross-correlating RSSI variations among the multiple links in the mesh. The ability to extend the system for localization is also investigated.
Keywords
RSSI; radiowave propagation; sensor placement; telecommunication links; telecommunication network reliability; wireless sensor networks; RSSI measurements; detection reliability; device free localization; mesh network; multipath effects; outdoor environment; received signal strength indicator measurements; sensor network based device free trespasser detection; sole sensing mechanism; wireless links; Fingerprint recognition; Histograms; Mesh networks; Probability density function; Radio frequency; Receivers; Wireless communication; RF sensor network; device free localization; trespasser detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation for Sustainability (ICIAfS), 2014 7th International Conference on
Type
conf
DOI
10.1109/ICIAFS.2014.7069570
Filename
7069570
Link To Document