{"title":"SSVEP-BCI系统中视觉刺激元素的增强特征","authors":"Zhiyuan Li, Zhaozhe Zhou, Yiyan Wang, Jingze Tian, Wenjun Yang, Y. Niu","doi":"10.54941/ahfe1002921","DOIUrl":null,"url":null,"abstract":"SSVEP-BCI system has the advantages of few recording electrodes, short\n training time, strong anti-interference ability, etc. It is widely used in\n the brain-computer interface (BCI) field. However, this system also has the\n disadvantage of low recognition efficiency. Its stimulation interface will\n also cause visual fatigue for the users. Therefore, aiming at the\n optimization of stimulus elements in the SSVEP-BCI interface, this paper\n explored the impact of different numbers of auxiliary stimulus particles on\n the system recognition efficiency and user experience under the same\n stimulus area. Relevant ergonomic experiments and subjective evaluations\n were conducted. Ergonomic experiment results show that the number of\n auxiliary stimulus particles has a significant impact on the recognition\n efficiency of the system. When the number of auxiliary stimulus particles\n approaches infinity, the recognition efficiency is the highest. The\n subjective evaluation results show that the change in the number of\n auxiliary stimulus particles has a significant impact on the system\n interface usability index score, and the score is higher when the number is\n infinite. From the perspective of design ergonomics, this study explored the\n impact of the number of auxiliary stimulus particles on the efficiency of\n the brain-computer interface system and user satisfaction, the research\n conclusions have important guiding significance for optimizing and\n standardizing the design of the brain-computer interface.","PeriodicalId":269162,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Human Systems Integration (IHSI 2023) Integrating People and Intelligent Systems, February 22–24, 2023, Venice, Italy","volume":"119 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhancement Characteristics of Visual Stimulus Elements in SSVEP-BCI\\n System\",\"authors\":\"Zhiyuan Li, Zhaozhe Zhou, Yiyan Wang, Jingze Tian, Wenjun Yang, Y. Niu\",\"doi\":\"10.54941/ahfe1002921\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"SSVEP-BCI system has the advantages of few recording electrodes, short\\n training time, strong anti-interference ability, etc. It is widely used in\\n the brain-computer interface (BCI) field. However, this system also has the\\n disadvantage of low recognition efficiency. Its stimulation interface will\\n also cause visual fatigue for the users. Therefore, aiming at the\\n optimization of stimulus elements in the SSVEP-BCI interface, this paper\\n explored the impact of different numbers of auxiliary stimulus particles on\\n the system recognition efficiency and user experience under the same\\n stimulus area. Relevant ergonomic experiments and subjective evaluations\\n were conducted. Ergonomic experiment results show that the number of\\n auxiliary stimulus particles has a significant impact on the recognition\\n efficiency of the system. When the number of auxiliary stimulus particles\\n approaches infinity, the recognition efficiency is the highest. The\\n subjective evaluation results show that the change in the number of\\n auxiliary stimulus particles has a significant impact on the system\\n interface usability index score, and the score is higher when the number is\\n infinite. From the perspective of design ergonomics, this study explored the\\n impact of the number of auxiliary stimulus particles on the efficiency of\\n the brain-computer interface system and user satisfaction, the research\\n conclusions have important guiding significance for optimizing and\\n standardizing the design of the brain-computer interface.\",\"PeriodicalId\":269162,\"journal\":{\"name\":\"Proceedings of the 6th International Conference on Intelligent Human Systems Integration (IHSI 2023) Integrating People and Intelligent Systems, February 22–24, 2023, Venice, Italy\",\"volume\":\"119 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 6th International Conference on Intelligent Human Systems Integration (IHSI 2023) Integrating People and Intelligent Systems, February 22–24, 2023, Venice, Italy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.54941/ahfe1002921\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on Intelligent Human Systems Integration (IHSI 2023) Integrating People and Intelligent Systems, February 22–24, 2023, Venice, Italy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1002921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Enhancement Characteristics of Visual Stimulus Elements in SSVEP-BCI
System
SSVEP-BCI system has the advantages of few recording electrodes, short
training time, strong anti-interference ability, etc. It is widely used in
the brain-computer interface (BCI) field. However, this system also has the
disadvantage of low recognition efficiency. Its stimulation interface will
also cause visual fatigue for the users. Therefore, aiming at the
optimization of stimulus elements in the SSVEP-BCI interface, this paper
explored the impact of different numbers of auxiliary stimulus particles on
the system recognition efficiency and user experience under the same
stimulus area. Relevant ergonomic experiments and subjective evaluations
were conducted. Ergonomic experiment results show that the number of
auxiliary stimulus particles has a significant impact on the recognition
efficiency of the system. When the number of auxiliary stimulus particles
approaches infinity, the recognition efficiency is the highest. The
subjective evaluation results show that the change in the number of
auxiliary stimulus particles has a significant impact on the system
interface usability index score, and the score is higher when the number is
infinite. From the perspective of design ergonomics, this study explored the
impact of the number of auxiliary stimulus particles on the efficiency of
the brain-computer interface system and user satisfaction, the research
conclusions have important guiding significance for optimizing and
standardizing the design of the brain-computer interface.