Dimensional Evolution of Intelligent Cars Human-Machine Interface considering Take-Over Performance and Drivers’ Perception on Urban Roads
Joint Authors
Yang, Hao
Wang, Yueran
Jia, Ruoyu
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-01
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The study analyzed the drivers’ take-over behaviors in intelligent cars when driving on urban roads and tried to find reasonable dimensions of the human-machine interface.
Firstly, the main driving assistance functions in the process of take-over were analyzed based on the entropy theory, and the weight values of each function for the consumer’s purchase intention were calculated.
Secondly, we explored the perceived comfortable dimensions of the interactive components under typical interaction modes.
By means of experiments using a within-subjects design, the initial population of the evolutionary computation was obtained.
The evolutionary mechanism of dimensions driven by users’ perception was constructed with a genetic algorithm.
After debugging the parameters of the model, we verified the rationality of the model and evolved appropriate dimensions.
Finally, the validity of the evolved dimensions was proved by a controlled experiment and paired-sample t-test.
The results indicated that the completion time of most take-over tasks under the HMI with the evolved dimensions was significantly shorter, which ensured the HMI could be more conducive to the take-over quality and traffic efficiency.
American Psychological Association (APA)
Yang, Hao& Wang, Yueran& Jia, Ruoyu. 2020. Dimensional Evolution of Intelligent Cars Human-Machine Interface considering Take-Over Performance and Drivers’ Perception on Urban Roads. Complexity،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1142939
Modern Language Association (MLA)
Yang, Hao…[et al.]. Dimensional Evolution of Intelligent Cars Human-Machine Interface considering Take-Over Performance and Drivers’ Perception on Urban Roads. Complexity No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1142939
American Medical Association (AMA)
Yang, Hao& Wang, Yueran& Jia, Ruoyu. Dimensional Evolution of Intelligent Cars Human-Machine Interface considering Take-Over Performance and Drivers’ Perception on Urban Roads. Complexity. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1142939
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1142939