Data-driven optimal filtering for phase and frequency of noisy oscillations:: Application to vortex flow metering -: art. no. 016216

被引:22
作者
Rossberg, AG [1 ]
Bartholomé, K [1 ]
Timmer, J [1 ]
机构
[1] Univ Freiburg, Zentrum Datenanal & Modellbildung, D-79104 Freiburg, Germany
来源
PHYSICAL REVIEW E | 2004年 / 69卷 / 01期
基金
中国国家自然科学基金;
关键词
D O I
10.1103/PhysRevE.69.016216
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
A method for measuring the phase of oscillations from noisy time series is proposed. To obtain the phase, the signal is filtered in such a way that the filter output has minimal relative variation in the amplitude over all filters with complex-valued impulse response. The argument of the filter output yields the phase. Implementation of the algorithm and interpretation of the result are discussed. We argue that the phase obtained by the proposed method has a low susceptibility to measurement noise and a low rate of artificial phase slips. The method is applied for the detection and classification of mode locking in vortex flow meters. A measure for the strength of mode locking is proposed.
引用
收藏
页数:11
相关论文
共 44 条
[1]   ANALYSIS OF SIGNALS FROM VORTEX FLOWMETERS [J].
AMADIECHENDU, JE ;
ZHU, HJ ;
HIGHAM, EH .
FLOW MEASUREMENT AND INSTRUMENTATION, 1993, 4 (04) :225-231
[2]   Entrainment between heart rate and weak noninvasive forcing [J].
Anishchenko, VS ;
Balanov, AG ;
Janson, NB ;
Igosheva, NB ;
Bordyugov, GV .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2000, 10 (10) :2339-2348
[3]  
Arnold L., 1998, Springer Monographs in Mathematics
[4]   Use of adaptive Hilbert transformation for eeg segmentation and calculation of instantaneous respiration rate in neonates [J].
Arnold, M ;
Doering, A ;
Witte, H ;
Dorschel, J ;
Eisel, M .
JOURNAL OF CLINICAL MONITORING, 1996, 12 (01) :43-60
[5]   Application of non-linear analysis to intensity oscillations of the chromospheric bright points [J].
Bhattacharya, J ;
Pereda, E ;
Kariyappa, R ;
Kanjilal, PP .
SOLAR PHYSICS, 2001, 199 (02) :267-290
[6]   Enhanced phase synchrony in the electroencephalograph γ band for musicians while listening to music -: art. no. 012902 [J].
Bhattacharya, J ;
Petsche, H .
PHYSICAL REVIEW E, 2001, 64 (01) :4
[7]   Chaos and phase synchronization in ecological systems [J].
Blasius, B ;
Stone, L .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2000, 10 (10) :2361-2380
[8]   ESTIMATING AND INTERPRETING THE INSTANTANEOUS FREQUENCY OF A SIGNAL .1. FUNDAMENTALS [J].
BOASHASH, B .
PROCEEDINGS OF THE IEEE, 1992, 80 (04) :520-538
[9]   The synchronization of chaotic systems [J].
Boccaletti, S ;
Kurths, J ;
Osipov, G ;
Valladares, DL ;
Zhou, CS .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2002, 366 (1-2) :1-101
[10]  
BROOMHEAD DS, 1992, J ROY STAT SOC B MET, V54, P373