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. Proceedings of the International Joint Conference on e-Business and Telecommunications 2007. WINYS 2007 - International Joint Conference on e-Business and Telecommunications , 28-31 July 2007, Barcelona, Spain , pp. 51-56.
|PDF - Repository staff only - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader|
View at Publisher Website: http://winsys.icete.org/WINSYS2007/
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|
|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%|
|Deposited On:||22 Oct 2009 11:24|
|Last Modified:||02 Nov 2012 09:05|
Last 12 Months: 0
|Citation Counts with External Providers:|
Repository Staff Only: item control page