Event-Driven Field Estimation for Wireless Event-Driven Field Estimation for Wireless Sensor Networks

Daniel De Oliveira Cunha 1 Otto Carlos Muniz Bandeira Duarte Guy Pujolle 1
1 Phare
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : This paper introduces and analyzes a field estimation scheme for wireless sensor networks. Our scheme imitates the response of living beings to the surrounding events. The sensors define their periphery of attention based on their own readings. Readings differing from the expected behavior are considered events of interest and trigger the data transmission to the sink. The presented scheme is evaluated with real-site-collected data and the tradeoff between the amount of data sent to the sink and the reconstruction error is analyzed. Results show that significant reduction in the data transmission and, as a consequence, in the energy consumption of the network is achievable while keeping low the average reconstruction error.
Type de document :
Communication dans un congrès
IFIP/IEEE International Conference on Mobile and Wireless Communications Networks - MWCN 2006, Aug 2006, Santiago de Chile, Chile. Springer, IFIP/IEEE International Conference on Mobile and Wireless Communications Networks - MWCN 2006, 211, pp.89-98, IFIP The International Federation for Information Processing. 〈10.1007/978-0-387-34736-3_6〉
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https://hal.archives-ouvertes.fr/hal-01352138
Contributeur : Lip6 Publications <>
Soumis le : vendredi 5 août 2016 - 15:55:18
Dernière modification le : jeudi 21 mars 2019 - 13:10:09

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Daniel De Oliveira Cunha, Otto Carlos Muniz Bandeira Duarte, Guy Pujolle. Event-Driven Field Estimation for Wireless Event-Driven Field Estimation for Wireless Sensor Networks. IFIP/IEEE International Conference on Mobile and Wireless Communications Networks - MWCN 2006, Aug 2006, Santiago de Chile, Chile. Springer, IFIP/IEEE International Conference on Mobile and Wireless Communications Networks - MWCN 2006, 211, pp.89-98, IFIP The International Federation for Information Processing. 〈10.1007/978-0-387-34736-3_6〉. 〈hal-01352138〉

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