Senses Lab

SEnsors NetworkS and Embedded Systems Laboratory

Center for Cyber Intelligence and Information Security

Sensor activation and radius adaptation (SARA) in heterogeneous sensor networks

Research Area: Year: 2012
Type of Publication: Article Keywords: Area coverage, heterogeneous devices, variable radii, wireless sensor networks
Authors: N. Bartolini; T. Calamoneri; Thomas F. La Porta; Chiara Petrioli; S. Silvestri
Journal: ACM Trans. Sen. Netw. Volume: 8
Number: 3 Pages: 24:1-24:34
Month: August
ISSN: 1550-4859
Abstract:
In order to prolong the lifetime of a wireless sensor network (WSN) devoted to monitoring an area of interest, a useful means is to exploit network redundancy, activating only the sensors that are strictly necessary for coverage and making them work with the minimum necessary sensing radius. In this article, we introduce the first algorithm that reduces sensor coverage redundancy through joint Sensor Activation and sensing Radius Adaptation (SARA) in general application scenarios comprising two classes of devices: sensors with variable sensing radius and sensors with fixed sensing radius. This device heterogeneity is explicitly addressed by modeling the coverage problem through Voronoi-Laguerre diagrams that, differently from Voronoi diagrams, allow for correctly identifying each sensor coverage region depending on the sensor current radius and the radii of its neighboring nodes. SARA executes quickly with guaranteed termination and, given the currently available nodes, it always guarantees maximum coverage. By means of extensive simulations, we show that SARA obtains remarkable improvements with respect to previous solutions, ensuring, in networks with heterogeneous nodes, longer network lifetime and wider coverage.
Full text [Full text] Online version [Online] [Mendeley] BibTeX [Bibtex]