A Fuzzy Model to Interpret Data of Drive Performances from Patients with Sleep Deprivation
Identifieur interne : 002619 ( Main/Exploration ); précédent : 002618; suivant : 002620A Fuzzy Model to Interpret Data of Drive Performances from Patients with Sleep Deprivation
Auteurs : Pasquale Sena [Italie] ; Paolo Attianese [Italie] ; Francesca Carbone [Italie] ; Arcangelo Pellegrino [Italie] ; Aldo Pinto [Italie] ; Francesco Villecco [Italie]Source :
- Computational and Mathematical Methods in Medicine [ 1748-670X ] ; 2012.
Abstract
The search for safe vehicles is increasing with both diffusion of high traffic density over the world and availability of new technologies providing sophisticated tools previously impossible to realize. Design and development of the necessary devices may be based on simulation tests that reduce cost allowing trials in many directions. A proper choice of the arrangement of the drive simulators, as much as of the parameters to be monitored, is of basic importance as they can address the design of devices somehow responsible for the drivers safety or, even their lives. This system setup, consisting of a free car simulator equipped with a monitoring system, collects in a nonintrusive way data of the car lateral position within the road lane and of its first derivative. Based on these measured parameters, the system is able to detect symptoms of drowsiness and sleepiness. The analysis is realized by a fuzzy inferential process that provides an immediate warning signal as soon as drowsiness is detected with a high level of certainty. Enhancement of reliability and minimisation of the false alarm rate are obtained by operating continuous comparison between learned driver typical modalities of operation on the control command of the vehicle the pattern recorded.
Url:
DOI: 10.1155/2012/868410
PubMed: 22969834
PubMed Central: 3437303
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 001C61
- to stream Pmc, to step Curation: 001C61
- to stream Pmc, to step Checkpoint: 001893
- to stream Ncbi, to step Merge: 002233
- to stream Ncbi, to step Curation: 002233
- to stream Ncbi, to step Checkpoint: 002233
- to stream Main, to step Merge: 002647
- to stream Main, to step Curation: 002619
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">A Fuzzy Model to Interpret Data of Drive Performances from Patients with Sleep Deprivation</title><author><name sortKey="Sena, Pasquale" sort="Sena, Pasquale" uniqKey="Sena P" first="Pasquale" last="Sena">Pasquale Sena</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Attianese, Paolo" sort="Attianese, Paolo" uniqKey="Attianese P" first="Paolo" last="Attianese">Paolo Attianese</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Carbone, Francesca" sort="Carbone, Francesca" uniqKey="Carbone F" first="Francesca" last="Carbone">Francesca Carbone</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Pellegrino, Arcangelo" sort="Pellegrino, Arcangelo" uniqKey="Pellegrino A" first="Arcangelo" last="Pellegrino">Arcangelo Pellegrino</name><affiliation wicri:level="1"><nlm:aff id="I2">Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Pinto, Aldo" sort="Pinto, Aldo" uniqKey="Pinto A" first="Aldo" last="Pinto">Aldo Pinto</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Villecco, Francesco" sort="Villecco, Francesco" uniqKey="Villecco F" first="Francesco" last="Villecco">Francesco Villecco</name><affiliation wicri:level="1"><nlm:aff id="I2">Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">22969834</idno><idno type="pmc">3437303</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3437303</idno><idno type="RBID">PMC:3437303</idno><idno type="doi">10.1155/2012/868410</idno><date when="2012">2012</date><idno type="wicri:Area/Pmc/Corpus">001C61</idno><idno type="wicri:Area/Pmc/Curation">001C61</idno><idno type="wicri:Area/Pmc/Checkpoint">001893</idno><idno type="wicri:Area/Ncbi/Merge">002233</idno><idno type="wicri:Area/Ncbi/Curation">002233</idno><idno type="wicri:Area/Ncbi/Checkpoint">002233</idno><idno type="wicri:doubleKey">1748-670X:2012:Sena P:a:fuzzy:model</idno><idno type="wicri:Area/Main/Merge">002647</idno><idno type="wicri:Area/Main/Curation">002619</idno><idno type="wicri:Area/Main/Exploration">002619</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">A Fuzzy Model to Interpret Data of Drive Performances from Patients with Sleep Deprivation</title><author><name sortKey="Sena, Pasquale" sort="Sena, Pasquale" uniqKey="Sena P" first="Pasquale" last="Sena">Pasquale Sena</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Attianese, Paolo" sort="Attianese, Paolo" uniqKey="Attianese P" first="Paolo" last="Attianese">Paolo Attianese</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Carbone, Francesca" sort="Carbone, Francesca" uniqKey="Carbone F" first="Francesca" last="Carbone">Francesca Carbone</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Pellegrino, Arcangelo" sort="Pellegrino, Arcangelo" uniqKey="Pellegrino A" first="Arcangelo" last="Pellegrino">Arcangelo Pellegrino</name><affiliation wicri:level="1"><nlm:aff id="I2">Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Pinto, Aldo" sort="Pinto, Aldo" uniqKey="Pinto A" first="Aldo" last="Pinto">Aldo Pinto</name><affiliation wicri:level="1"><nlm:aff id="I1">Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Pharmaceutical and Biomedical Sciences, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author><author><name sortKey="Villecco, Francesco" sort="Villecco, Francesco" uniqKey="Villecco F" first="Francesco" last="Villecco">Francesco Villecco</name><affiliation wicri:level="1"><nlm:aff id="I2">Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano, Italy</nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Department of Industrial Engineering, University of Salerno, Via Ponte Don Melillo, 84084 Fisciano</wicri:regionArea><wicri:noRegion>84084 Fisciano</wicri:noRegion></affiliation></author></analytic><series><title level="j">Computational and Mathematical Methods in Medicine</title><idno type="ISSN">1748-670X</idno><idno type="eISSN">1748-6718</idno><imprint><date when="2012">2012</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>The search for safe vehicles is increasing with both diffusion of high traffic density over the world and availability of new technologies providing sophisticated tools previously impossible to realize. Design and development of the necessary devices may be based on simulation tests that reduce cost allowing trials in many directions. A proper choice of the arrangement of the drive simulators, as much as of the parameters to be monitored, is of basic importance as they can address the design of devices somehow responsible for the drivers safety or, even their lives. This system setup, consisting of a free car simulator equipped with a monitoring system, collects in a nonintrusive way data of the car lateral position within the road lane and of its first derivative. Based on these measured parameters, the system is able to detect symptoms of drowsiness and sleepiness. The analysis is realized by a fuzzy inferential process that provides an immediate warning signal as soon as drowsiness is detected with a high level of certainty. Enhancement of reliability and minimisation of the false alarm rate are obtained by operating continuous comparison between learned driver typical modalities of operation on the control command of the vehicle the pattern recorded.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Braver, Er" uniqKey="Braver E">ER Braver</name></author><author><name sortKey="Pantula, Jf" uniqKey="Pantula J">JF Pantula</name></author><author><name sortKey="Baker, Sp" uniqKey="Baker S">SP Baker</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Horne, Ja" uniqKey="Horne J">JA Horne</name></author><author><name sortKey="Reyner, La" uniqKey="Reyner L">LA Reyner</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fell, D" uniqKey="Fell D">D Fell</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Philip, P" uniqKey="Philip P">P Philip</name></author><author><name sortKey="Sagaspe, P" uniqKey="Sagaspe P">P Sagaspe</name></author><author><name sortKey="Taillard, J" uniqKey="Taillard J">J Taillard</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Stutts, Jc" uniqKey="Stutts J">JC Stutts</name></author><author><name sortKey="Wilkins, Jw" uniqKey="Wilkins J">JW Wilkins</name></author><author><name sortKey="Osberg, Js" uniqKey="Osberg J">JS Osberg</name></author><author><name sortKey="Vaughn, Bv" uniqKey="Vaughn B">BV Vaughn</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Horne, Ja" uniqKey="Horne J">JA Horne</name></author><author><name sortKey="Reyner, La" uniqKey="Reyner L">LA Reyner</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gunzelmanna, G" uniqKey="Gunzelmanna G">G Gunzelmanna</name></author><author><name sortKey="Moore, Lr" uniqKey="Moore L">LR Moore</name></author><author><name sortKey="Salvuccic, Dd" uniqKey="Salvuccic D">DD Salvuccic</name></author><author><name sortKey="Glucka, Ka" uniqKey="Glucka K">KA Glucka</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>Italie</li></country></list><tree><country name="Italie"><noRegion><name sortKey="Sena, Pasquale" sort="Sena, Pasquale" uniqKey="Sena P" first="Pasquale" last="Sena">Pasquale Sena</name></noRegion><name sortKey="Attianese, Paolo" sort="Attianese, Paolo" uniqKey="Attianese P" first="Paolo" last="Attianese">Paolo Attianese</name><name sortKey="Carbone, Francesca" sort="Carbone, Francesca" uniqKey="Carbone F" first="Francesca" last="Carbone">Francesca Carbone</name><name sortKey="Pellegrino, Arcangelo" sort="Pellegrino, Arcangelo" uniqKey="Pellegrino A" first="Arcangelo" last="Pellegrino">Arcangelo Pellegrino</name><name sortKey="Pinto, Aldo" sort="Pinto, Aldo" uniqKey="Pinto A" first="Aldo" last="Pinto">Aldo Pinto</name><name sortKey="Villecco, Francesco" sort="Villecco, Francesco" uniqKey="Villecco F" first="Francesco" last="Villecco">Francesco Villecco</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002619 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 002619 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= HapticV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= PMC:3437303
|texte= A Fuzzy Model to Interpret Data of Drive Performances from Patients with Sleep Deprivation
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:22969834" \
| HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \
| NlmPubMed2Wicri -a HapticV1
| This area was generated with Dilib version V0.6.23. |  |