Uncertainty-aware Wireless Sensor Networks Online publication date: Sat, 07-Mar-2009
by Sanchita Mal-Sarkar, Iftikhar U. Sikder, Chansu Yu, Vijay K. Konangi
International Journal of Mobile Communications (IJMC), Vol. 7, No. 3, 2009
Abstract: The characterisation of uncertainty and the management of Quality of Service are important issues in mobile communications. In a Wireless Sensor Network, there is a high probability of redundancy, correlation and noise in the sensor features since data is often collected from a large array of densely deployed neighbouring sensors. This article proposes a soft computing approach to manage uncertainty by reasoning over inconsistent, incomplete, and fragmentary information using classical rough set and dominance-based rough set theories. A methodological and computational basis is provided and is illustrated in a real world sensor network application of aquatic biodiversity mapping under uncertainty.
Online publication date: Sat, 07-Mar-2009
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