TY - JOUR
T1 - Variable delay digital comb filter extraction of weak phase signals for SSVEP
AU - Chang, Chih Tsung
AU - Lee, Po Lei
AU - Lin, En Hung
N1 - Publisher Copyright:
© 2016 Elsevier Ltd
PY - 2017/1/1
Y1 - 2017/1/1
N2 - This study presents denoising of phases signal by comb filter. Signal phase is widely used in biomedical and communications engineering, and has become increasingly important over the past few years. In particular, steady-state visual evoked potential (SSVEP) of electroencephalogram (EEG) and quadrature amplitude modulation (QAM) uses phase to distinguish channel and data. For signal processing, the filter is usually adopted. In this study, the usefulness of comb and bandpass filters in detecting the phase of a signal is compared by using simulated and real signals to verify phase signal denoising. Experimental data show that comb filters had a higher signal to noise ratio (SNR) of phase signal. However, even if a comb filter performs well, the delay time of a digital comb filter will be limited by the sampling rate. It is possible to solve this problem, but doing so is inconvenient within the context of real-time applications. Using a variable delay (VD) approached to fractional delay for digital comb filter, it is both simple and easy to use.
AB - This study presents denoising of phases signal by comb filter. Signal phase is widely used in biomedical and communications engineering, and has become increasingly important over the past few years. In particular, steady-state visual evoked potential (SSVEP) of electroencephalogram (EEG) and quadrature amplitude modulation (QAM) uses phase to distinguish channel and data. For signal processing, the filter is usually adopted. In this study, the usefulness of comb and bandpass filters in detecting the phase of a signal is compared by using simulated and real signals to verify phase signal denoising. Experimental data show that comb filters had a higher signal to noise ratio (SNR) of phase signal. However, even if a comb filter performs well, the delay time of a digital comb filter will be limited by the sampling rate. It is possible to solve this problem, but doing so is inconvenient within the context of real-time applications. Using a variable delay (VD) approached to fractional delay for digital comb filter, it is both simple and easy to use.
KW - Comb filter
KW - Electroencephalogram
KW - Quadrature amplitude modulation
KW - Steady-state visual evoked potential
KW - Variable delay
UR - http://www.scopus.com/inward/record.url?scp=84983313663&partnerID=8YFLogxK
U2 - 10.1016/j.bspc.2016.08.008
DO - 10.1016/j.bspc.2016.08.008
M3 - 期刊論文
AN - SCOPUS:84983313663
SN - 1746-8094
VL - 31
SP - 211
EP - 216
JO - Biomedical Signal Processing and Control
JF - Biomedical Signal Processing and Control
ER -