Development of a Novel Motor Imagery Control Technique and Application in a Gaming Environment
المؤلفون المشاركون
Wang, Baozeng
Li, Ting
Xue, Tao
Zhang, Jinhua
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-05-09
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
We present a methodology for a hybrid brain-computer interface (BCI) system, with the recognition of motor imagery (MI) based on EEG and blink EOG signals.
We tested the BCI system in a 3D Tetris and an analogous 2D game playing environment.
To enhance player’s BCI control ability, the study focused on feature extraction from EEG and control strategy supporting Game-BCI system operation.
We compared the numerical differences between spatial features extracted with common spatial pattern (CSP) and the proposed multifeature extraction.
To demonstrate the effectiveness of 3D game environment at enhancing player’s event-related desynchronization (ERD) and event-related synchronization (ERS) production ability, we set the 2D Screen Game as the comparison experiment.
According to a series of statistical results, the group performing MI in the 3D Tetris environment showed more significant improvements in generating MI-associated ERD/ERS.
Analysis results of game-score indicated that the players’ scores presented an obvious uptrend in 3D Tetris environment but did not show an obvious downward trend in 2D Screen Game.
It suggested that the immersive and rich-control environment for MI would improve the associated mental imagery and enhance MI-based BCI skills.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Ting& Zhang, Jinhua& Xue, Tao& Wang, Baozeng. 2017. Development of a Novel Motor Imagery Control Technique and Application in a Gaming Environment. Computational Intelligence and Neuroscience،Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1141025
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Ting…[et al.]. Development of a Novel Motor Imagery Control Technique and Application in a Gaming Environment. Computational Intelligence and Neuroscience No. 2017 (2017), pp.1-16.
https://search.emarefa.net/detail/BIM-1141025
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Ting& Zhang, Jinhua& Xue, Tao& Wang, Baozeng. Development of a Novel Motor Imagery Control Technique and Application in a Gaming Environment. Computational Intelligence and Neuroscience. 2017. Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1141025
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1141025
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر