- Title
- A hybrid wireless sensor network framework for range-free event localization
- Creator
- Iqbal, Anindya; Murshed, Manzur
- Date
- 2015
- Type
- Text; Journal article
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/76442
- Identifier
- vital:7536
- Identifier
-
https://doi.org/10.1016/j.adhoc.2014.11.023
- Identifier
- ISSN:1570-8705
- Abstract
- In event localization, wireless sensors try to locate the source of an event from its emitted power. This is more challenging than sensor localization as the power level at the source of an event is neither predictable with precision nor can be controlled. Considering the emerging trend of long sensing range for cost-effective sensor deployment, locating events within a region much smaller than the sensing area of a single sensor has gained research interest. This paper proposes the first range-free event localization framework, which avoids expensive hardware needed by the range-based counterparts. Our approach first develops a sensing range model from the statistical information on the emitted power of a type of events so that user-defined event-detection quality can be provisioned using a minimal network of static sensors. Then an accurate event location boundary estimation technique is developed from the sensing feedbacks, which also facilitates guided expansion of the area of possible event location (APEL) to deal with sensing errors. Finally, user-defined event-localization quality guarantee is provisioned cost-effectively by inviting mobile sensors on-demand to target positions. Analytical solutions are provided whenever appropriate and comprehensive simulations are carried out to evaluate localization performance. The proposed event localization technique outperforms the state-of-the-art range-based counterpart (Xu et al., 2011) in realistic environment with path loss, shadow fading, and sensor positioning errors.
- Publisher
- Elsevier
- Relation
- Ad Hoc Networks Vol. 27, no. (2015), p. 81-98
- Rights
- Copyright © Elsevier B.V.
- Rights
- This metadata is freely available under a CCO license
- Subject
- 1005 Communications Technologies; 0805 Distributed Computing; 0906 Electrical and Electronic Engineering; Event localization Range-free localization Wireless sensor network Sensing radius Mobile sensors; Cost effectiveness; Errors; Event localizations; Hybrid wireless sensor networks; Localization performance; Mobile sensors; Range free localization; Realistic environments; Sensing radius; Statistical information; Wireless sensor networks
- Reviewed
- Hits: 2112
- Visitors: 2180
- Downloads: 1
| Thumbnail | File | Description | Size | Format |
|---|