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- W2919636992 abstract "In this paper, different feature combinations and time window sizes for the online/real-time control of a quadcopter using functional near-infrared spectroscopy (fNIRS) is investigated. fNIRS signals are acquired from the prefrontal cortex during the mental arithmetic and puzzle solving tasks. Six most frequently used features of oxy-hemoglobin ($Delta$ HbO) including mean, peak, minimum, slope, skewness, and kurtosis are calculated in five different window sizes (i.e., 0~2, 0~4, 0~6, 0~8, and 0~10s). All possible 2- and 3-dimensional combinations of features are then formed and classify using linear discriminant analysis. The generated command is used to move quadcopter in a fixed path. The results showed that all combinations of 2- and 3-features containing mean, peak, and minimum values of fNIRS signals yielded significantly higher ($p lt 0.05$) classification accuracies. Mean, max, and minimum values in 0~2 s give 78% averaged classification accuracy that helps to generate a reliable brain command in a reduced time window for the online control of a quadcopter." @default.
- W2919636992 created "2019-03-11" @default.
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- W2919636992 date "2019-01-01" @default.
- W2919636992 modified "2023-09-25" @default.
- W2919636992 title "Features and Window Size Selection for Quadcopter Control Using Functional Near-Infrared Spectroscopy" @default.
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- W2919636992 doi "https://doi.org/10.1109/ica-symp.2019.8646261" @default.
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