DocumentCode
31759
Title
Analysis of Stochastic
-Coverage and Connectivity in Sensor Networks With Boundary Deployment
Author
Gupta, Hari Prabhat ; Rao, Seela Veerabhadreswara ; Tamarapalli, Venkatesh
Author_Institution
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
Volume
16
Issue
4
fYear
2015
fDate
Aug. 2015
Firstpage
1861
Lastpage
1871
Abstract
Coverage and connectivity are important metrics used to evaluate the quality of service of wireless sensor networks (WSNs) monitoring a field of interest (FoI). Most of the literature assumes that the sensors are deployed directly in the FoI. In this paper we assume that the sensors are stochastically deployed outside the FoI. For such WSNs, we derive probabilistic expressions for k-coverage and connectivity using exact geometry. We validate our analysis and demonstrate its utility to estimate the minimum number of sensors required for a desired level of coverage and connectivity. We also demonstrate an on-campus traffic monitoring system to count the number of vehicles, detect the direction of vehicle, and to identify the vehicle (two-wheeler or four-wheeler) using sensors along both sides of the road.
Keywords
stochastic processes; traffic information systems; wireless sensor networks; FoI; WSN; boundary deployment; connectivity metric; field of interest; on-campus traffic monitoring system; probabilistic expression; stochastic k-coverage analysis; traffic information system; vehicle direction detection; vehicle identification; wireless sensor network; Monitoring; Roads; Sensors; Stochastic processes; Vehicles; Wireless sensor networks; Connectivity; coverage; stochastic deployment; wireless sensor networks (WSNs);
fLanguage
English
Journal_Title
Intelligent Transportation Systems, IEEE Transactions on
Publisher
ieee
ISSN
1524-9050
Type
jour
DOI
10.1109/TITS.2014.2379699
Filename
7088625
Link To Document