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Eliciting Truthful Measurements from a Community of Sensors

Faltings, Boi; Li, Jason; Jurca, Radu

Description

As the Internet of Things grows to large scale, its components will increasingly be controlled by self-interested agents. For example, sensor networks will evolve to community sensing where a community of agents combine their data into a single coherent structure. As there is no central quality control, agents need to be incentivized to provide accurate measurements. We propose game-theoretic mechanisms that provide such incentives and show their application on the example of community sensing...[Show more]

dc.contributor.authorFaltings, Boi
dc.contributor.authorLi, Jason
dc.contributor.authorJurca, Radu
dc.coverage.spatialWuxi
dc.date.accessioned2015-12-10T23:22:58Z
dc.date.createdOctober 24-26 2012
dc.identifier.isbn9781467313469
dc.identifier.urihttp://hdl.handle.net/1885/66745
dc.description.abstractAs the Internet of Things grows to large scale, its components will increasingly be controlled by self-interested agents. For example, sensor networks will evolve to community sensing where a community of agents combine their data into a single coherent structure. As there is no central quality control, agents need to be incentivized to provide accurate measurements. We propose game-theoretic mechanisms that provide such incentives and show their application on the example of community sensing for monitoring air pollution. These mechanisms can be applied to most sensing scenarios and allow the Internet of Things to grow to much larger scale than currently exists.
dc.publisherIEEE
dc.relation.ispartofseries3rd International Conference on the Internet of Things, IOT 2012
dc.sourceProceedings of 2012 International Conference on the Internet of Things, IOT 2012
dc.titleEliciting Truthful Measurements from a Community of Sensors
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2012
local.identifier.absfor080503 - Networking and Communications
local.identifier.ariespublicationu4334215xPUB1336
local.type.statusPublished Version
local.contributor.affiliationFaltings, Boi, Ecole Polytechnique Federale de Lausanne
local.contributor.affiliationLi, Jason, College of Engineering and Computer Science, ANU
local.contributor.affiliationJurca, Radu, Google Gmbh
local.description.embargo2037-12-31
local.bibliographicCitation.startpage1
local.bibliographicCitation.lastpage8
local.identifier.doi10.1109/IOT.2012.6402303
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
dc.date.updated2015-12-10T10:35:47Z
local.identifier.scopusID2-s2.0-84873565890
CollectionsANU Research Publications

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