DocumentCode
652352
Title
A Multi-agent Model for Fire Detection in Coal Mines Using Wireless Sensor Networks
Author
Khan, Zahoor Ali ; Pignaton de Freitas, Edison ; Larsson, T. ; Abbas, Haider
Author_Institution
Dept. of Electron. Eng., Int. Islamic Univ., Islamabad, Pakistan
fYear
2013
fDate
16-18 July 2013
Firstpage
1754
Lastpage
1761
Abstract
This paper presents an application for monitoring and detection of fire in coal mines using wireless sensor networks (WSNs). The application uses BDI (Belief, Desire and Intention) based multi-agent model and its implementation on sensor networks. The language used for implementation is interpreted by Jason; an extension of AgentSpeak which is based on the BDI Architecture. The BDI agents are reactive planning systems; systems that are not meant to compute the value of a function and terminate but rather designed to be permanently running and reacting to some form of event. The distributed model of the environment is adopted to overcome the communication overhead, power consumption, network delay and reliability on a centralized base station.
Keywords
coal; computerised monitoring; fires; mining; multi-agent systems; telecommunication network reliability; wireless sensor networks; AgentSpeak; BDI architecture; BDI based multiagent model; Jason; WSN; belief-desire-intention based multiagent model; centralized base station; coal mines; communication overhead; distributed model; fire detection; fire monitoring; network delay; network reliability; power consumption; reactive planning systems; wireless sensor networks; Base stations; Coal mining; Fires; Gold; Monitoring; Peer-to-peer computing; Wireless sensor networks; Wireless Sensor Networks; AgentSpeak; Distributed; Overhead; Consumption; Reliability; Centralized;
fLanguage
English
Publisher
ieee
Conference_Titel
Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on
Conference_Location
Melbourne, VIC
Type
conf
DOI
10.1109/TrustCom.2013.275
Filename
6681047
Link To Document