Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386982869> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4386982869 abstract "Abstract Objective At present, most research on driver mental load identification are based on a single driving scene. However, the driver mental load model established in a road traffic scene is difficult to adapt to the changes of the surrounding road environment during the actual driving process. We proposed a driver mental load identification model which adapts to urban road traffic scenarios. Methods The model includes driving scene discrimination sub model and driver load identification sub model, in which the driving scene discrimination sub model can quickly and accurately determine the road traffic scene. The driver load identification sub model selects the best feature subset and the best model algorithm in the scene based on the judgment of the driving scene classification sub model. Results The results show that the driving scene discrimination sub model using five vehicle features as feature subsets has best performance, The driver load identification sub model based on the best feature subset reduces the feature noise, and the recognition effect is better than the feature set using single source signal and all data. The best recognition algorithm in different scenarios tends to be consistent, and SVM algorithm is better than KNN algorithm. Conclusion The proposed driver mental load identification model can discriminate the driving scene quickly and accurately, and then identify the driver mental load. In this way, our model can be more suitable for actual driving and improve the effect of driver mental load identification." @default.
- W4386982869 created "2023-09-24" @default.
- W4386982869 creator A5025122240 @default.
- W4386982869 creator A5032074795 @default.
- W4386982869 creator A5058771483 @default.
- W4386982869 creator A5060089712 @default.
- W4386982869 creator A5086707696 @default.
- W4386982869 date "2023-09-22" @default.
- W4386982869 modified "2023-10-18" @default.
- W4386982869 title "Driver mental load identification model for adaptive urban road traffic scene" @default.
- W4386982869 doi "https://doi.org/10.1093/tse/tdac076" @default.
- W4386982869 hasPublicationYear "2023" @default.
- W4386982869 type Work @default.
- W4386982869 citedByCount "0" @default.
- W4386982869 crossrefType "journal-article" @default.
- W4386982869 hasAuthorship W4386982869A5025122240 @default.
- W4386982869 hasAuthorship W4386982869A5032074795 @default.
- W4386982869 hasAuthorship W4386982869A5058771483 @default.
- W4386982869 hasAuthorship W4386982869A5060089712 @default.
- W4386982869 hasAuthorship W4386982869A5086707696 @default.
- W4386982869 hasBestOaLocation W43869828691 @default.
- W4386982869 hasConcept C116834253 @default.
- W4386982869 hasConcept C12267149 @default.
- W4386982869 hasConcept C138885662 @default.
- W4386982869 hasConcept C153180895 @default.
- W4386982869 hasConcept C154945302 @default.
- W4386982869 hasConcept C2776401178 @default.
- W4386982869 hasConcept C31972630 @default.
- W4386982869 hasConcept C41008148 @default.
- W4386982869 hasConcept C41895202 @default.
- W4386982869 hasConcept C59822182 @default.
- W4386982869 hasConcept C86803240 @default.
- W4386982869 hasConcept C87833898 @default.
- W4386982869 hasConceptScore W4386982869C116834253 @default.
- W4386982869 hasConceptScore W4386982869C12267149 @default.
- W4386982869 hasConceptScore W4386982869C138885662 @default.
- W4386982869 hasConceptScore W4386982869C153180895 @default.
- W4386982869 hasConceptScore W4386982869C154945302 @default.
- W4386982869 hasConceptScore W4386982869C2776401178 @default.
- W4386982869 hasConceptScore W4386982869C31972630 @default.
- W4386982869 hasConceptScore W4386982869C41008148 @default.
- W4386982869 hasConceptScore W4386982869C41895202 @default.
- W4386982869 hasConceptScore W4386982869C59822182 @default.
- W4386982869 hasConceptScore W4386982869C86803240 @default.
- W4386982869 hasConceptScore W4386982869C87833898 @default.
- W4386982869 hasLocation W43869828691 @default.
- W4386982869 hasOpenAccess W4386982869 @default.
- W4386982869 hasPrimaryLocation W43869828691 @default.
- W4386982869 hasRelatedWork W1504288058 @default.
- W4386982869 hasRelatedWork W2041399278 @default.
- W4386982869 hasRelatedWork W2056016498 @default.
- W4386982869 hasRelatedWork W2136184105 @default.
- W4386982869 hasRelatedWork W2167293474 @default.
- W4386982869 hasRelatedWork W2331674254 @default.
- W4386982869 hasRelatedWork W2336974148 @default.
- W4386982869 hasRelatedWork W3013515612 @default.
- W4386982869 hasRelatedWork W2187500075 @default.
- W4386982869 hasRelatedWork W2345184372 @default.
- W4386982869 isParatext "false" @default.
- W4386982869 isRetracted "false" @default.
- W4386982869 workType "article" @default.