The creation of simulated activity datasets using a graphical intelligent environment simulation tool

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dc.cclicenceN/Aen
dc.contributor.authorSynnott, J.en
dc.contributor.authorChen, Limingen
dc.contributor.authorNugent, Chrisen
dc.contributor.authorMoore, G.en
dc.date.acceptance2014-08-06en
dc.date.accessioned2017-03-21T09:59:54Z
dc.date.available2017-03-21T09:59:54Z
dc.date.issued2014-11-06
dc.description.abstractThe availability of datasets capturing the performance of activities of daily living is limited by difficulties associated with the collection of such data. Software solutions can mitigate these limitations, providing researchers with the ability to rapidly generate simulated data. This paper describes the use of IE Sim to create a simulated intelligent environment within which activities of daily living can be performed using a virtual avatar. IE Sim has been demonstrated to facilitate the generation of datasets capturing normal activity performance in addition to overlapping activities and abnormal activities such as hazardous scenarios.en
dc.funderN/Aen
dc.identifier.citationSynnott, J. et al. (2014) The creation of simulated activity datasets using a graphical intelligent environment simulation tool. The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14), pp.4143-4146en
dc.identifier.doihttps://doi.org/10.1109/EMBC.2014.6944536
dc.identifier.issn1094-687X
dc.identifier.urihttp://hdl.handle.net/2086/13766
dc.peerreviewedYesen
dc.projectidN/Aen
dc.publisherIEEEen
dc.researchinstituteCyber Technology Institute (CTI)en
dc.subjectAvatarsen
dc.subjectHidden Markov modelsen
dc.subjectData modelsen
dc.subjectMonitoringen
dc.subjectSwitchesen
dc.subjectSociologyen
dc.subjectStatisticsen
dc.titleThe creation of simulated activity datasets using a graphical intelligent environment simulation toolen
dc.typeConferenceen

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