A Survey of the BCI and Its Application Prospect

被引：9
|
作者：
Wang, Xiashuang [1 ]
Gong, Guanghong [1 ]
Li, Ni [1 ]
Ma, Yaofei [1 ]
机构：
[1] Beihang Univ BUAA, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
来源：
THEORY, METHODOLOGY, TOOLS AND APPLICATIONS FOR MODELING AND SIMULATION OF COMPLEX SYSTEMS, PT IV | 2016年 / 646卷
关键词：
BCI; Feature extraction; Machine learning; Aerospace application;
D O I：
10.1007/978-981-10-2672-0_11
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Over the past several decades, the Brain-computer interface (BCI) technology has attracted considerable attentions from researchers in the field of aerospace, military simulation, neural engineering, oceanic engineering and pattern recognition. In this paper, we explore the developing process, framework of a BCI system, feature extraction and classification models of machine learning and application on the basis of the latest research for BCI. Meanwhile, challenges of the BCI technology in aerospace systems and space explorations are analyzed. Finally, the application prospects in the modeling and simulation field to support combat training in complex situations are pointed out.
引用
收藏
页码：102 / 111
页数：10
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