FBLPF-ABOW: An Effective Method for Blink Artifact Removal in Single-Channel EEG Signal

• Published in: IEEE journal of biomedical and health informatics Vol. 27; no. 12; pp. 5722 - 5733
• Main Authors: Gao, Wenjia, Liu, Dan, Wang, Qisong, Zhao, Yongping, Sun, Jinwei
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.12.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adaptive bi-orthogonal wavelet (ABOW); Adaptive filters; Algorithms; Biomedical signal processing; blink artifact signals; Blinking; Discrete Wavelet Transform; discrete wavelet transformation (DWT); Discrete wavelet transforms; EEG; Electrodes; Electroencephalography; Electroencephalography - methods; Finite impulse response filters; Humans; Low pass filters; Signal Processing, Computer-Assisted; single-channel electroencephalography (EEG) signals; Transforms; Wavelet Analysis; Wavelet transforms

Objective: The latest development in low-cost single-channel Electroencephalography (EEG) devices is gaining widespread attention because it reduces hardware complexity. Discrete wavelet transform (DWT) has been a popular solution to eliminate the blink artifacts in EEG signals. However, the existin...