An intelligent approach for deploying applications in WSN's

  • Dimitrios Georgoulas

Student thesis: Doctoral ThesisDoctor of Philosophy

Abstract

Wireless sensor networks have been identified as one of the key technologies for the 21st century. They consist of tiny devices with limited processing and power capabilities, called motes that can be deployed in large numbers of useful sensing capabilities. Even though, they are flexible and easy to deploy, there are a number of considerations when it comes to their fault tolerance, conserving energy and re-programmability that need to be addressed before we draw any substantial conclusions about the effectiveness of this technology.
In order to overcome their limitations, we propose a middleware solution. The proposed scheme is composed based on two main methods. The first method involves the creation of a flexible communication protocol based on technologies such as Mobile Code/Agents and Linda-like tuple spaces. In this way, every node of the wireless sensor network will produce and process data based on what is the best for it but also for the group that it belongs too.
The second method incorporates the above protocol in a middleware that will aim to bridge the gap between the application layer and low level constructs such as the physical layer of the wireless sensor network. A fault tolerant platform for deploying and monitoring applications in real time offers a number of possibilities for the end user giving him in parallel the freedom to experiment with various parameters, in an effort towards the deployed applications running in an energy efficient manner inside the network.
The proposed scheme is evaluated through a number of trials aiming to test its merits under real time conditions and to identify its effectiveness against other similar approaches. Finally, parameters which determine the characteristics of the proposed scheme are also examined.
Date of AwardFeb 2009
LanguageEnglish
SupervisorKeith Blow (Supervisor)

Keywords

  • wireless sensor networks
  • middleware
  • intelligence
  • mobile code
  • tuple spaces

Cite this

An intelligent approach for deploying applications in WSN's
Georgoulas, D. (Author). Feb 2009

Student thesis: Doctoral ThesisDoctor of Philosophy