Name
Abstract | ||
|---|---|---|
This paper proposes an alternative measure for estimating the amplitude modulation (AM) of newborn EEG that can control the frequency content of the AM function. The EEG amplitude estimation method is based on the envelope (AM) fitting procedure defined in the sifting process of the empirical mode decomposition (EMD). The ability to control the frequency content of the AM function is implemented by modifying the EMD envelope fitting procedure to reject extrema that lie too closely together. This method is shown to offer superior performance when using EEG amplitude to segment trace alternant (TA) and detect sleep state (SS), in newborn EEG, compared to conventional measures of amplitude. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/ISSPA.2010.5605470 | Information Sciences Signal Processing and their Applications |
Keywords | Field | DocType |
amplitude estimation,amplitude modulation,electroencephalography,medical signal processing,paediatrics,sleep,EEG amplitude estimation method,EMD envelope fitting,amplitude modulation,empirical mode decomposition,envelope fitting procedure,newborn,sleep state,trace alternant | Pattern recognition,Computer science,Speech recognition,Maxima and minima,Artificial intelligence,Amplitude modulation,Amplitude,Electroencephalography,Hilbert–Huang transform | Conference |
ISBN | Citations | PageRank |
978-1-4244-7165-2 | 1 | 0.37 |
References | Authors | |
2 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nathan Stevenson | 1 | 45 | 6.56 |
| I. Korotchikova | 2 | 1 | 1.05 |
| G B Boylan | 3 | 1 | 0.71 |