3114 脳波によるドライバの前進及び停止意図の推定における特徴選択についての検討(OS6-4 ドライバ行動と運転情報処理,OS6 ヒューマンファクタ,オーガナイズド・セッション)

概要

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Recently, it is popular to research into computer interface systems using biological information. As one of the biological human information, the field of utilizing brain activity is called the brain-computer interface (BCI) and brain-machine interface (BMI). In this research, it is aim to investigate the algorithm estimating the driver's intention with acceleration and deceleration based on EEG. This paper describes the estimation algorithm of estimating the driver's intention based on BCI using EEG. Experiments were conducted 6 able-bodied subjects using driving simulator (DS). The off-line analysis is conducted to evaluate the performance of the proposed algorithm. It was found that about 80% of the classification performances in 5 of 6 subjects were realized using the algorithm.
社団法人日本機械学会の論文
2008-12-09