QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks
Wireless sensor networks (WSN) are presented as proper solution for wildfire monitoring. However, this application requires a design of WSN taking into account the network lifetime and the shadowing effect generated by the trees in the forest environment. Cooperative communication is a promising sol...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/437926 |
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| _version_ | 1850120976058023936 |
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| author | Mohamed Maalej Sofiane Cherif Hichem Besbes |
| author_facet | Mohamed Maalej Sofiane Cherif Hichem Besbes |
| author_sort | Mohamed Maalej |
| collection | DOAJ |
| description | Wireless sensor networks (WSN) are presented as
proper solution for wildfire monitoring. However, this application
requires a design of WSN taking into account the network lifetime
and the shadowing effect generated by the trees in the forest
environment. Cooperative communication is a promising solution
for WSN which uses, at each hop, the resources of multiple nodes
to transmit its data. Thus, by sharing resources between nodes,
the transmission quality is enhanced. In this paper, we use the
technique of reinforcement learning by opponent modeling, optimizing
a cooperative communication protocol based on RSSI and
node energy consumption in a competitive context (RSSI/energy-CC), that is, an energy and quality-of-service aware-based cooperative
communication routing protocol. Simulation results show that the
proposed algorithm performs well in terms of network lifetime,
packet delay, and energy consumption. |
| format | Article |
| id | doaj-art-6378e5eca34546a79b6cfdbd3fea95e2 |
| institution | OA Journals |
| issn | 1537-744X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-6378e5eca34546a79b6cfdbd3fea95e22025-08-20T02:35:13ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/437926437926QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor NetworksMohamed Maalej0Sofiane Cherif1Hichem Besbes2Engineering School of Telecommunications of Tunis (Sup’Com), City of Communications Technologies, El Ghazala 2083, Ariana, TunisiaEngineering School of Telecommunications of Tunis (Sup’Com), City of Communications Technologies, El Ghazala 2083, Ariana, TunisiaEngineering School of Telecommunications of Tunis (Sup’Com), City of Communications Technologies, El Ghazala 2083, Ariana, TunisiaWireless sensor networks (WSN) are presented as proper solution for wildfire monitoring. However, this application requires a design of WSN taking into account the network lifetime and the shadowing effect generated by the trees in the forest environment. Cooperative communication is a promising solution for WSN which uses, at each hop, the resources of multiple nodes to transmit its data. Thus, by sharing resources between nodes, the transmission quality is enhanced. In this paper, we use the technique of reinforcement learning by opponent modeling, optimizing a cooperative communication protocol based on RSSI and node energy consumption in a competitive context (RSSI/energy-CC), that is, an energy and quality-of-service aware-based cooperative communication routing protocol. Simulation results show that the proposed algorithm performs well in terms of network lifetime, packet delay, and energy consumption.http://dx.doi.org/10.1155/2013/437926 |
| spellingShingle | Mohamed Maalej Sofiane Cherif Hichem Besbes QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks The Scientific World Journal |
| title | QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks |
| title_full | QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks |
| title_fullStr | QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks |
| title_full_unstemmed | QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks |
| title_short | QoS and Energy Aware Cooperative Routing Protocol for Wildfire Monitoring Wireless Sensor Networks |
| title_sort | qos and energy aware cooperative routing protocol for wildfire monitoring wireless sensor networks |
| url | http://dx.doi.org/10.1155/2013/437926 |
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