Knowledge based system for reliable perimeter protection using sensor networks
Volosencu, Constantin, Curiac, Daniel-Ioan, Banias, Ovidiu, Doboli, Alex, and Dranga, Octavian (2007) Knowledge based system for reliable perimeter protection using sensor networks. In: Proceedings of the International Joint Conference on e-Business and Telecommunications 2007, pp. 51-56. From: WINYS 2007 - International Joint Conference on e-Business and Telecommunications, 28-31 July 2007, Barcelona, Spain.
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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.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|Keywords:||wireless sensor networks; knowledge based systems; perimeter protection; neural networks; redundancy|
|Date Deposited:||22 Oct 2009 01:24|
|FoR Codes:||10 TECHNOLOGY > 1005 Communications Technologies > 100599 Communications Technologies not elsewhere classified @ 50%
09 ENGINEERING > 0906 Electrical and Electronic Engineering > 090699 Electrical and Electronic Engineering not elsewhere classified @ 50%
|SEO Codes:||89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%|
|Citation Count from Scopus||