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Design and Implementation of effective Brain-wave Data Base(DB) building system using the five senses

机译:基于五种感官的有效脑电波数据库构建系统的设计与实现

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Ubiquitous systems have grown explosively over the past few years. Nowadays users'' need for high quality service leads to a variety of types of user terminals. As a result of these changes, various types of effective human computer interface methods have been developed. In many studies, researchers have focused on using brain-wave interface, that is to say, Brain Computer Interaction(BCI). BCI is one of the research areas in Human Computer Interaction (HCI). Nowadays, research which is related to BCI is under way to find out effective methods. But, most research related to BCI is not centralized and not systematic. These problems bring about ineffective results in research. In most research related to HCI and BCI, that is to say -- pattern recognition, the most important foundation of the research is to build correct and sufficient Data Base(DB). On this score, in this paper, we propose an effective brain wave DB building system for BCI. Apart from other kinds of pattern recognition, BCI has difficulties being stored in DB. Subjects as well as researchers do not know effective methods for gathering DB. Researchers do not know how to instruct subjects and subjects also do not know how to follow researchers'' instruction. To solve these kinds of problems, we propose a novel architecture of DB building system using the five senses. Researcher instructs the subject to use the five senses. Subjects imagine the instructed senses. In real time, researches verify gathered brain wave data using spectrogram. To verify effectiveness of our proposed system, we analyze the spectrogram of gathered brain wave DB and pattern. On the basis of spectrogram and pattern analysis, we propose an effective brain wave DB building method using the five senses.
机译:在过去的几年中,无处不在的系统爆炸性地增长。如今,用户对高质量服务的需求导致了各种类型的用户终端。由于这些变化,已经开发出各种类型的有效的人机界面方法。在许多研究中,研究人员一直致力于使用脑电波接口,即脑计算机交互(BCI)。 BCI是人机交互(HCI)的研究领域之一。如今,与BCI相关的研究正在寻找有效的方法。但是,大多数与BCI有关的研究不是集中的,也不是系统的。这些问题带来了无效的研究结果。在大多数与HCI和BCI有关的研究中,即模式识别,研究的最重要基础是建立正确且足够的数据库(DB)。以此分数为基础,在本文中,我们提出了一种有效的BCI脑波数据库构建系统。除了其他类型的模式识别,BCI很难存储在数据库中。受试者和研究人员都不知道收集DB的有效方法。研究人员不知道如何指导学科,学科也不知道如何遵循研究人员的指导。为了解决这些问题,我们使用五种感觉提出了一种新颖的数据库构建系统架构。研究人员指示受试者使用五种感官。受试者想象所指示的感官。实时地,研究使用频谱图验证了收集到的脑电波数据。为了验证我们提出的系统的有效性,我们分析了收集的脑电波DB和模式的频谱图。在频谱图和模式分析的基础上,我们提出了一种利用五种感觉的有效脑波数据库构建方法。

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