Autonomic Context-Aware Wireless Sensor Networks
Joint Authors
Delicato, Flávia C.
Campos, Nídia G. S.
Gomes, Danielo G.
Neto, Augusto J. V.
Pirmez, Luci
de Souza, José Neuman
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-05-25
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Autonomic Computing allows systems like wireless sensor networks (WSN) to self-manage computing resources in order to extend their autonomy as much as possible.
In addition, contextualization tasks can fuse two or more different sensor data into a more meaningful information.
Since these tasks usually run in a single centralized context server (e.g., sink node), the massive volume of data generated by the wireless sensors can lead to a huge information overload in such server.
Here we propose DAIM, a distributed autonomic inference machine distributed which allows the sensor nodes to do self-management and contextualization tasks based on fuzzy logic.
We have evaluated DAIM in a real sensor network taking into account other inference machines.
Experimental results illustrate that DAIM is an energy-efficient contextualization method for WSN, reducing 48.8% of the number of messages sent to the context servers while saving 19.5% of the total amount of energy spent in the network.
American Psychological Association (APA)
Campos, Nídia G. S.& Gomes, Danielo G.& Delicato, Flávia C.& Neto, Augusto J. V.& Pirmez, Luci& de Souza, José Neuman. 2015. Autonomic Context-Aware Wireless Sensor Networks. Journal of Sensors،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1070161
Modern Language Association (MLA)
Campos, Nídia G. S.…[et al.]. Autonomic Context-Aware Wireless Sensor Networks. Journal of Sensors No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1070161
American Medical Association (AMA)
Campos, Nídia G. S.& Gomes, Danielo G.& Delicato, Flávia C.& Neto, Augusto J. V.& Pirmez, Luci& de Souza, José Neuman. Autonomic Context-Aware Wireless Sensor Networks. Journal of Sensors. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1070161
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1070161