Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals
In the research of industrial robot design, designing using only the perceptual thinking and creativity of an industrial designer or overemphasizing the intervention of quantitative data research in the field of emotional cognition is relatively one sided. In this article, research on how to combine...
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| Format: | Article |
| Language: | English |
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Wiley
2020-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147720917646 |
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| _version_ | 1850166589663477760 |
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| author | Wangqun Xiao Jianxin Cheng |
| author_facet | Wangqun Xiao Jianxin Cheng |
| author_sort | Wangqun Xiao |
| collection | DOAJ |
| description | In the research of industrial robot design, designing using only the perceptual thinking and creativity of an industrial designer or overemphasizing the intervention of quantitative data research in the field of emotional cognition is relatively one sided. In this article, research on how to combine the above two aspects effectively will be conducted. The aim is to present a design method which provides artistic creativity and scientific support for industrial robot design. Therefore, a method for representing perceptual image spaces of industrial robots through pictures and semantics by evaluating the perceptual images and using statistical approaches such as factor analysis will be proposed. Perceptual design elements of industrial robots are decomposed from the perspective of style and color. After the quantitative type I analysis, the numerical relationships between the semantics of images and design elements are identified. Also, a method for mapping relationships between the perceptual image spaces and design elements of industrial robots is developed. After three-dimensional modeling and simulation, the semantic difference methods are used in combination with the emotional evaluation and measurement methods for physiological experiments such as eye tracking, skin conductance, heart rate, and electroencephalography experiments with the aid of virtual reality. Finally, a perceptual design method is extracted for smart industrial robots based on virtual reality and synchronous quantitative physiological signals. |
| format | Article |
| id | doaj-art-e3fbcd503db1408fb40b412abfe77488 |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2020-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-e3fbcd503db1408fb40b412abfe774882025-08-20T02:21:24ZengWileyInternational Journal of Distributed Sensor Networks1550-14772020-05-011610.1177/1550147720917646Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signalsWangqun XiaoJianxin ChengIn the research of industrial robot design, designing using only the perceptual thinking and creativity of an industrial designer or overemphasizing the intervention of quantitative data research in the field of emotional cognition is relatively one sided. In this article, research on how to combine the above two aspects effectively will be conducted. The aim is to present a design method which provides artistic creativity and scientific support for industrial robot design. Therefore, a method for representing perceptual image spaces of industrial robots through pictures and semantics by evaluating the perceptual images and using statistical approaches such as factor analysis will be proposed. Perceptual design elements of industrial robots are decomposed from the perspective of style and color. After the quantitative type I analysis, the numerical relationships between the semantics of images and design elements are identified. Also, a method for mapping relationships between the perceptual image spaces and design elements of industrial robots is developed. After three-dimensional modeling and simulation, the semantic difference methods are used in combination with the emotional evaluation and measurement methods for physiological experiments such as eye tracking, skin conductance, heart rate, and electroencephalography experiments with the aid of virtual reality. Finally, a perceptual design method is extracted for smart industrial robots based on virtual reality and synchronous quantitative physiological signals.https://doi.org/10.1177/1550147720917646 |
| spellingShingle | Wangqun Xiao Jianxin Cheng Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals International Journal of Distributed Sensor Networks |
| title | Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| title_full | Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| title_fullStr | Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| title_full_unstemmed | Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| title_short | Perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| title_sort | perceptual design method for smart industrial robots based on virtual reality and synchronous quantitative physiological signals |
| url | https://doi.org/10.1177/1550147720917646 |
| work_keys_str_mv | AT wangqunxiao perceptualdesignmethodforsmartindustrialrobotsbasedonvirtualrealityandsynchronousquantitativephysiologicalsignals AT jianxincheng perceptualdesignmethodforsmartindustrialrobotsbasedonvirtualrealityandsynchronousquantitativephysiologicalsignals |