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Authors: Constantin Voloşencu 1 ; Daniel-Ioan Curiac 1 ; Ovidiu Banias 1 ; Alex Doboli 2 and Octavian Dranga 3

Affiliations: 1 “Politehnica” University of Timisoara, Romania ; 2 State University of New York, United States ; 3 School of Engineering, James Cook University, Australia

ISBN: 978-989-8111-14-2

Keyword(s): Perimeter protection, wireless sensor networks, redundancy, knowledge based systems, neural networks, perceptron.

Related Ontology Subjects/Areas/Topics: Mobile Ad-Hoc and Sensor Networks ; Sensor, Mesh and Ad Hoc Communications and Networks ; Telecommunications ; Wireless Information Networks and Systems

Abstract: This paper provides a strategy for perimeter protection using sensor networks with hardware and analytical redundancy. The sensor network reliability is augmented using a knowledge-based system, which implicates the analysis of the trustworthiness of each sensor. For this, we used two stratagems: one that relies on hardware redundancy based on the Confidence Weighted Voting Algorithm and one that relies on analytical redundancy based on a neural perceptron predictor that uses past and present values obtained from neighbouring nodes. This solution can be also a way to discover the malfunctioning nodes that were subjects of an attack and it is localized at the base station level being suitable even for large-scale sensor networks.

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Paper citation in several formats:
Voloşencu C.; Curiac D.; Banias O.; Doboli A.; Dranga O. and (2007). KNOWLEDGE BASED SYSTEM FOR RELIABLE PERIMETER PROTECTION USING SENSOR NETWORKS.In Proceedings of the Second International Conference on Wireless Information Networks and Systems - Volume 1: WINSYS, (ICETE 2007) ISBN 978-989-8111-14-2, pages 51-56. DOI: 10.5220/0002146500510056

@conference{winsys07,
author={Constantin Voloşencu and Daniel{-}Ioan Curiac and Ovidiu Banias and Alex Doboli and Octavian Dranga},
title={KNOWLEDGE BASED SYSTEM FOR RELIABLE PERIMETER PROTECTION USING SENSOR NETWORKS},
booktitle={Proceedings of the Second International Conference on Wireless Information Networks and Systems - Volume 1: WINSYS, (ICETE 2007)},
year={2007},
pages={51-56},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002146500510056},
isbn={978-989-8111-14-2},
}

TY - CONF

JO - Proceedings of the Second International Conference on Wireless Information Networks and Systems - Volume 1: WINSYS, (ICETE 2007)
TI - KNOWLEDGE BASED SYSTEM FOR RELIABLE PERIMETER PROTECTION USING SENSOR NETWORKS
SN - 978-989-8111-14-2
AU - Voloşencu, C.
AU - Curiac, D.
AU - Banias, O.
AU - Doboli, A.
AU - Dranga, O.
PY - 2007
SP - 51
EP - 56
DO - 10.5220/0002146500510056

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