Accurate identification of periodic oscillations buried in white or colored noise using fast orthogonal search

Authors
Citation
Kh. Chon, Accurate identification of periodic oscillations buried in white or colored noise using fast orthogonal search, IEEE BIOMED, 48(6), 2001, pp. 622-629
Citations number
16
Categorie Soggetti
Multidisciplinary,"Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
ISSN journal
00189294 → ACNP
Volume
48
Issue
6
Year of publication
2001
Pages
622 - 629
Database
ISI
SICI code
0018-9294(200106)48:6<622:AIOPOB>2.0.ZU;2-U
Abstract
We use a previously introduced fast orthogonal search algorithm to detect s inusoidal frequency components buried in either white or colored noise, We show that the method outperforms the correlogram, modified covariance autor egressive (MODCOVAR) and multiple-signal classification (MUSIC) methods. Fa st orthogonal search method achieves accurate detection of sinusoids even w ith signal-to-noise ratios as low as -10 dB, and is superior at detecting s inusoids buried in 1/f noise. Since the utilized method accurately detects sinusoids even under colored noise, it can be used to extract a 1/f noise p rocess observed in physiological signals such as heart rate and renal blood pressure and flow data.