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  • Research Article
  • Open Access

Distributed Event Region Detection in Wireless Sensor Networks

EURASIP Journal on Advances in Signal Processing20072008:287870

https://doi.org/10.1155/2008/287870

  • Received: 1 May 2007
  • Accepted: 21 October 2007
  • Published:

Abstract

We propose a graph-based method for distributed event-region detection in a wireless sensor network (WSN). The proposed method is developed by exploiting the fact that the true events at geographically neighboring sensors have a statistical dependency in an event-region detection scenario. This spatial dependence amongst the sensors is modeled using graphical models (GMs) and serves as a regularization term to enhance the detection accuracy. The method involves solving a linear system of equations, which can be readily implemented in a distributed fashion. Numerical results are presented to illustrate the performance of our proposed approach.

Keywords

  • Information Technology
  • Linear System
  • Sensor Network
  • Wireless Sensor Network
  • Quantum Information

Publisher note

To access the full article, please see PDF.

Authors’ Affiliations

(1)
Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030, USA

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