Title :
A conceptual framework for small WSN configuration using intelligent decision support system
Author :
Alshahrany, F. ; Zedan, Hussein ; Moualek, I.
Author_Institution :
Sch. of Comput. Sci. & Inf. (STRL), De Montfort Univ., Leicester, UK
Abstract :
A novel intelligent decision support system (IDSS) based on policy settings is proposed in this paper. This work supports the design and configuration of small wireless sensor networks (WSN) used to supply real time environmental and context related data to emergency response applications specifically in the domain of civil defense. This integrated system is advocated to enhance the quality and the scope of automated individual and group decision making in emergency preparedness and response applications. The conceptual framework is firstly presented after a brief definition of the problem and requirements. Then the solution developed for the design and configuration of the WSN is succinctly described. It consists of eliciting the sensing requirements translated into the homogenous sensor node specifications, localizing these sensor nodes using a preplanning process and configuring them prior to their deployment. The configuration characteristics of the homogenous and heterogeneous sensor nodes are presented in terms of policy settings for the definition of the WSN architecture. Results from the case study are finally presented to illustrate the implementation of the solution in emergency preparedness for fire detection.
Keywords :
decision making; decision support systems; emergency management; knowledge based systems; multi-agent systems; wireless sensor networks; IDSS; WSN architecture; WSN design; civil defense; context related data; emergency preparedness; emergency response applications; fire detection; group decision making; heterogeneous sensor nodes; homogenous sensor node specifications; homogenous sensor nodes; intelligent decision support system; multiagent system; policy settings; preplanning process; real time environmental data; sensing requirements; sensor nodes localization; small WSN configuration; wireless sensor networks; Artificial intelligence; Buildings; Context; Decision making; Emergency services; Fires; Wireless sensor networks; Multi-agent systems; Service composition and orchestration; Wireless sensor networks; intelligent decision support system;
Conference_Titel :
Innovative Computing Technology (INTECH), 2013 Third International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4799-0047-3
DOI :
10.1109/INTECH.2013.6653726