Combining sensor selection with routing and scheduling in wireless sensor networks

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dc.contributor.author Muldoon, Conor
dc.contributor.author Trigoni, Niki
dc.contributor.author O'Hare, G. M. P. (Greg M. P.)
dc.date.accessioned 2012-02-16T11:54:42Z
dc.date.available 2012-02-16T11:54:42Z
dc.date.copyright 2011 ACM en
dc.date.issued 2011-08-29
dc.identifier.uri http://hdl.handle.net/10197/3510
dc.description Paper presented at the 8th International Workshop on Data Management for Sensor Networks (DMSN’11)‚ held in conjunction with the International Conference on Very Large Data Bases (VLDB)‚ Seattle, USA, 29 August 2011 en
dc.description.abstract In wireless sensor networks, determining the set of locations to activate sensors, such that the amount of information received is maximised, is an important task. With the model driven approach to sensor networks, a considerable amount of research has been conducted into the sensor selection problem, whereby informative locations to activate sensors are determined through the use of Gaussian Processes. Current approaches to sensor selection, however, do not take bandwidth constraints into consideration. When bandwidth is limited, the amount of time required to realise a given set of communication requests, in terms of rout- ing and scheduling, must be accounted for. Traditionally, in wireless sensor networks, sensor selection, routing, and scheduling are considered separately. These three processes, however, are highly coupled and the overall utility of the data collection process, in terms of the amount of information it produces, can be improved by integrating them. In this paper, we present two approaches to combining routing, scheduling, and sensor selection such that they inform each other so as to improve the performance of the network in the bandwidth limited case. en
dc.description.sponsorship Science Foundation Ireland en
dc.description.sponsorship Irish Research Council for Science, Engineering and Technology en
dc.description.sponsorship European Research Council en
dc.description.uri Conference details en
dc.description.uri http://www.softnet.tuc.gr/dmsn11/index.htm en
dc.format.extent 682473 bytes
dc.format.mimetype application/pdf
dc.language.iso en en
dc.relation.requires CLARITY Research Collection en
dc.rights This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version will be published in the This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in the Proceedings of 8th International Workshop on Data Management for Sensor Networks (DMSN’11). en
dc.subject Sensor selection en
dc.subject Gaussian processes en
dc.subject.lcsh Wireless sensor networks en
dc.subject.lcsh Gaussian processes en
dc.title Combining sensor selection with routing and scheduling in wireless sensor networks en
dc.type Conference Publication en
dc.internal.availability Full text available en
dc.status Peer reviewed en
dc.neeo.contributor Muldoon|Conor|aut|
dc.neeo.contributor Trigoni|Niki|aut|
dc.neeo.contributor O'Hare|G. M. P. (Greg M. P.)|aut|
dc.description.admin To be published by ACM. Not yet published. On publication, add link to publisher version using ACM URL: http://doi.acm.org/doi - AV 16/01/2012; ti, sp, ke, ab - TS 03.02.12 en


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