Increasing Detection Performance of Surveillance Sensor Networks
Publication date
2008
Authors
Bisseling, Rob H.
Umar Altaf, M.
Barbu, M.
Jain, S.
Miretskiy, D.
Mohammadi, L
Onur, E.
In 't Panhuis, J.
Sumihar, J.H.
Vellekoop, M.
Editors
Bokhove, O
Hurink, J
Meinsma, G.
Advisors
Supervisors
DOI
Document Type
Part of book
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Abstract
We study a surveillance wireless sensor network (SWSN) comprised of small and low-cost sensors deployed in a region in order to detect objects crossing the field of interest. In the present paper, we study two problems concerning the design and performance of an SWSN: optimal sensor placement and algorithms for object detection in the presence of false alarms. For both problems, we propose explicit decision rules and efficient algorithmic solutions. Further, we provide several numerical examples and present a simulation model that combines our placement and detection methods.
Keywords
Wiskunde en Informatica (WIIN), Mathematics, Wiskunde en computerwetenschappen, Landbouwwetenschappen, Wiskunde: algemeen
Citation
Bisseling, R H, Umar Altaf, M, Barbu, M, Jain, S, Miretskiy, D, Mohammadi, L, Onur, E, In 't Panhuis, J, Sumihar, J H, Vellekoop, M, van Wijk, S & Litvak, N 2008, Increasing Detection Performance of Surveillance Sensor Networks. in O Bokhove, J Hurink & G Meinsma (eds), Proceedings 63rd European Study Group Mathematics with Industry Enschede 2008. Technische Universiteit Twente, Enschede, pp. 85-115.