DocumentCode :
555916
Title :
SimConnector: An approach to testing disaster-alerting systems using agent based simulation models
Author :
Niazi, Muaz ; Siddique, Qasim ; Hussain, Amir ; Fortino, Giancarlo
Author_Institution :
Univ. of Stirling, Stirling, UK
fYear :
2011
fDate :
18-21 Sept. 2011
Firstpage :
659
Lastpage :
665
Abstract :
The design, development and testing of intelligent disaster detection and alerting systems pose a set of non-trivial problems. Not only are such systems difficult to design as they need to accurately predict real-world outcomes using a distributed sensing of various parameters, they also need to generate an optimal number of timely alerts when the actual disaster strikes. In this paper, we propose the SimConnector Emulator, a novel approach for the testing of real-world systems using agent-based simulations as a means of validation. The basic idea is to use agent-based simulations to generate event data to allow the testing of responses of the software system to real-time events. As proof of concept, we have developed a Forest Fire Disaster Detection and Alerting System, which uses Intelligent Decision Support based on an internationally recognized Fire rating index, namely the Fire Weather Index (FWI). Results of extensive testing demonstrate the effectiveness of the SimCon-nector approach for the development and testing of real-time applications, in general and disaster detection/alerting systems, in particular.
Keywords :
decision support systems; digital simulation; disasters; fires; software agents; SimConnector Emulator; agent based simulation model; fire rating index; fire weather index; forest fire disaster alerting system; forest fire disaster detection; intelligent decision support; intelligent disaster detection; Adaptation models; Computational modeling; Decision support systems; Fires; Real time systems; Testing; Web services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Systems (FedCSIS), 2011 Federated Conference on
Conference_Location :
Szczecin
Print_ISBN :
978-1-4577-0041-5
Electronic_ISBN :
978-83-60810-35-4
Type :
conf
Filename :
6078210
Link To Document :
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