Pattern Recognition of EEG Signals and Applications in Robotics
ZHANG Xiao-dong
CHENG Zhi-qiang
LI De-jun
摘要：With the rapid development of brain computer interface (simply called BCI),electroencephalography (EEG) will be another interesting bio-electrical signal applied in robotics after EMG.In order to realize it finally,the accurate measurement and pattern recognition of EEG signal must be a very important and elementary research objective.Based on our current researches and some reports from the other international colleagues in the field,we deeply discuss the basic characteristics of EEG signal,the development and selection of EEG measurement system,feature extraction and recognition methods of EEG signal,and then review EEG's applications in robotics as well as the future research trends in this paper.
机标关键词：pattern recognitionmeasurement systemrapid developmentfuture researchselection ofmethods of
分类号：R3(基础医学)
资助基金：NSFC-KOSEF Scientific Cooperation Program from the Korea Science and Engineering Foundation(F01-2005-000-10069-0)国家自然科学基金(50375115)
论文发表日期：2006-01-01
在线出版日期：2025-08-15（本平台首次上网日期，不代表文献的发表时间）
页数：12( 159-170 )
英文信息