Fuzzy Navigation Engine: Mitigating the Cognitive Demands of Semi-Natural Locomotion

dc.contributor.author Kelly, Jonathan
dc.contributor.author Marsh, W.
dc.contributor.author Kelly, Jonathan
dc.contributor.author Dickerson, Julie
dc.contributor.author Oliver, James
dc.contributor.author Oliver, James
dc.contributor.department Mechanical Engineering
dc.date 2018-02-15T04:12:35.000
dc.date.accessioned 2020-06-30T06:03:09Z
dc.date.available 2020-06-30T06:03:09Z
dc.date.copyright Wed Jan 01 00:00:00 UTC 2014
dc.date.embargo 2015-01-17
dc.date.issued 2014-10-17
dc.description.abstract <p>Many interfaces exist for locomotion in virtual reality, although they are rarely considered fully natural. Past research has found that using such interfaces places cognitive demands on the user, with unnatural actions and concurrent tasks competing for finite cognitive resources. Notably, using semi-natural interfaces leads to poor performance on concurrent tasks requiring spatial working memory. This paper presents an adaptive system designed to track a user's concurrent cognitive task load and adjust interface parameters accordingly, varying the extent to which movement is fully natural. A fuzzy inference system is described and the results of an initial validation study are presented. Users of this adaptive interface demonstrated better performance than users of a baseline interface on several movement metrics, indicating that the adaptive interface helped users manage the demands of concurrent spatial tasks in a virtual environment. However, participants experienced some unexpected difficulties when faced with a concurrent verbal task.</p>
dc.description.comments <p>This article is from <em>Presence: Teleoperators and Virtual Environments</em><em> </em>23 (2014): 300, <a href="http://dx.doi.org/10.1162/PRES_a_00195" target="_blank">doi:10.1162/PRES_a_00195</a>. Posted with permission. http://www.mitpressjournals.org/loi/pres</p>
dc.format.mimetype application/pdf
dc.identifier archive/lib.dr.iastate.edu/me_pubs/116/
dc.identifier.articleid 1116
dc.identifier.contextkey 6292500
dc.identifier.s3bucket isulib-bepress-aws-west
dc.identifier.submissionpath me_pubs/116
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/54963
dc.language.iso en
dc.source.bitstream archive/lib.dr.iastate.edu/me_pubs/116/2014_Oliver_FuzzyNavigation.pdf|||Fri Jan 14 18:53:49 UTC 2022
dc.source.uri 10.1162/PRES_a_00195
dc.subject.disciplines Cognition and Perception
dc.subject.disciplines Cognitive Psychology
dc.subject.disciplines Computer-Aided Engineering and Design
dc.subject.disciplines Graphics and Human Computer Interfaces
dc.subject.keywords Electrical and Computer Engineering
dc.subject.keywords Psychology
dc.subject.keywords Virtual Reality Applications Center
dc.title Fuzzy Navigation Engine: Mitigating the Cognitive Demands of Semi-Natural Locomotion
dc.type article
dc.type.genre article
dspace.entity.type Publication
relation.isAuthorOfPublication 24f11159-4819-4445-b0a4-dadee45766dc
relation.isAuthorOfPublication 5ccf5963-e33d-4d89-a5ce-f3d4fc78e115
relation.isOrgUnitOfPublication 6d38ab0f-8cc2-4ad3-90b1-67a60c5a6f59
Original bundle
Now showing 1 - 1 of 1
1.85 MB
Adobe Portable Document Format