Abstract

A distributed location detection problem in wireless sensor networks (WSNs) with M anchors and one node is considered in this paper. In the presence of the transmitting node at a known location, each anchor receives a noisy signal in the presence of node. In the absence of the node, the anchors receive only noise. Each anchor makes a decision as to whether the node is present or not by using a Neyman-Pearson detector. The bit denoting the decision is transmitted to a fusion center (FC). If an anchor detects the node, a bit '1' will be sent; otherwise, a bit '0' will be sent. The FC will count the number of '1's and '0's, and declares the node present if it receives at least K '1's from the anchors, where K ≤ M is a design parameter. We also consider the case of detecting a node in a known region, and detecting one node of interest with multiple interfering nodes. In comparison to the centralized location detection scheme, the distributed scheme benefits from both time and energy efficiency. Simulation results show that the choice of K depends on the requirement of the overall probability of false alarm.

Original languageEnglish (US)
Title of host publicationConference Record - Asilomar Conference on Signals, Systems and Computers
PublisherIEEE Computer Society
Pages428-432
Number of pages5
ISBN (Print)9781479923908
DOIs
Publication statusPublished - 2013
Event2013 47th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, United States
Duration: Nov 3 2013Nov 6 2013

Other

Other2013 47th Asilomar Conference on Signals, Systems and Computers
CountryUnited States
CityPacific Grove, CA
Period11/3/1311/6/13

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ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing

Cite this

Zhang, X., Tepedelenlioglu, C., Banavar, M. K., & Spanias, A. (2013). Distributed location detection in wireless sensor networks. In Conference Record - Asilomar Conference on Signals, Systems and Computers (pp. 428-432). [6810312] IEEE Computer Society. https://doi.org/10.1109/ACSSC.2013.6810312