Analytical Modeling of the Detection Capability in Ultra-Low Power Wireless Sensor Networks
Konferenz: ARCS 2010 - 23th International Conference on Architecture of Computing Systems
22.02.2010 - 23.02.2010 in Hannover, Germany
Tagungsband: ARCS 2010
Seiten: 6Sprache: EnglischTyp: PDFPersönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
Medagliani, Paolo; Ferrari, Gianluigi (Wireless Ad-hoc and Sensor Networks (WASN) Laboratory, University of Parma, viale G.P. Usberti 181/A, Parma, Italy)
Gay, Vincent; Leguay, Jérémie; Lopez-Ramos, Mario (Thales Communications, 160 Bd de Valmy, Colombes Cedex, France)
This paper addresses the problem of target detection with unattended Wireless Sensor Networks (WSNs) used for monitoring areas of interest. As battery energy depletion is very critical, especially in long-lasting surveillance scenarios, an attractive approach consists in making the wireless nodes switch on and off their sensing module according to given duty cycles. This operation has an impact on the network lifetime and the probability of target missed detection (Pmd), which mainly depends on the number of deployed nodes and the sensing duty cycle. In order to optimize the system parameters according to performance objectives, we derive an analytical model which allows to evaluate the Pmd, under the assumption of random node deployment. Then, we show different performance indicators to assess the detection capability of the system, not only for single-target detection but also in the case of a multiple-target detection scenario.