Application of Elementary Neural Networks and Preview Sensors for Representing Driver Steering Control Behaviour
dc.contributor.author | MacAdam, Charles C. | |
dc.contributor.author | Johnson, Gregory E. | |
dc.date.accessioned | 2010-03-01T19:05:39Z | |
dc.date.available | 2010-03-01T19:05:39Z | |
dc.date.issued | 1996 | |
dc.identifier.citation | Vehicle System Dynamics, Vol. 25, No. 1, 1996. <http://hdl.handle.net/2027.42/65023> | en_US |
dc.identifier.issn | 0042-3114 | |
dc.identifier.uri | https://hdl.handle.net/2027.42/65023 | |
dc.description.abstract | This paper demonstrates the use of elementary neural networks for modelling and representing driver steering behaviour in path regulation control tasks. Areas of application include uses by vehicle simulation experts who need to model and represent specific instances of driver steering control behaviour, potential on-board vehicle technologies aimed at representing and tracking driver steering control behaviour over time, and use by human factors specialists interested in representing or classifying specific families of driver steering behaviour. Example applications are shown for data obtained from a driver/vehicle numerical simulation, a basic driving simulator, and an experimental on-road test vehicle equipped with a camera and sensor processing system. | en_US |
dc.format.extent | 2584737 bytes | |
dc.format.mimetype | application/pdf | |
dc.language.iso | en_US | en_US |
dc.publisher | Swets & Zeitlinger - Vehicle System Dynamics | en_US |
dc.subject | Driver | en_US |
dc.subject | Control | en_US |
dc.subject | Steering | en_US |
dc.subject | Neural Network | en_US |
dc.subject | Behavior | en_US |
dc.subject | Preview | en_US |
dc.subject | Vehicle Control | en_US |
dc.subject | Adaptive Control | en_US |
dc.subject | Learning | en_US |
dc.subject | Preview Sensor | en_US |
dc.title | Application of Elementary Neural Networks and Preview Sensors for Representing Driver Steering Control Behaviour | en_US |
dc.type | Article | en_US |
dc.subject.hlbsecondlevel | Mechanical Engineering | |
dc.subject.hlbtoplevel | Engineering | |
dc.description.peerreviewed | Peer Reviewed | en_US |
dc.contributor.affiliationum | UMTRI | en_US |
dc.contributor.affiliationumcampus | Ann Arbor | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/65023/1/MacAdam & Johnson 1996 VSD NNet Control paper.pdf | |
dc.owningcollname | Mechanical Engineering, Department of |
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