RT Journal Article ID 66f7351a175d4c23 A1 Lin, Zhiyue A1 Chen, Jian De Z. T1 Advances in Time-Frequency Analysis of Biomedical Signals JF Critical Reviews™ in Biomedical Engineering JO CRB YR 1996 FD 1996-03-30 VO 24 IS 1 SP 1 OP 72 K1 nonstationary signal K1 signal analysis K1 electrocardiography K1 electroencephalography K1 electrogastrography K1 electromyography AB The frequency content of many biomedical signals can change rapidly with time. Conventional Fourier spectral analysis techniques are insufficient for analyzing the time-varying spectral content of these signals. By mapping a one-dimensional function of time (or frequency), the time-frequency representation can localize the signal energy in both the time and frequency directions. It has been shown that many biomedical signal problems may benefit from time-frequency analysis. The objective of this paper is to review the advances in time-frequency analysis of biomedical signals. Relevant theoretical methodologies and practical considerations are introduced, and five application areas are reviewed: electroencephalography (EEG), electrocardiography, phonocardiography, electrogastrography, and electromyography. PB Begell House LK https://www.dl.begellhouse.com/journals/4b27cbfc562e21b8,4ab42a3d1b7700c3,66f7351a175d4c23.html