Estimation of amplitude and phase of a weak signal by using the property of sensitive dependence on initial conditions of a nonlinear oscillator

被引:101
作者
Wang, GY [1 ]
Zheng, W [1 ]
He, S [1 ]
机构
[1] Zhejiang Univ, Ctr Opt & Electromagnet Res, State Key Lab Modern Opt Instrumentat, Hangzhou 310027, Peoples R China
基金
中国国家自然科学基金;
关键词
weak signal detection; parameter estimation; chaos; signal processing; nonlinear oscillator;
D O I
10.1016/S0165-1684(01)00166-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new method is presented to determine the amplitude and phase of a weak signal by using a fundamental property of a nonlinear dynamical system, namely, the sensitive dependence on initial conditions (SDIC), given that some a priori knowledge about the signal order of magnitude is available. The corresponding bifurcation process for the Duffing oscillator is discussed in detail, and the Floquet exponents are employed to represent SDIC quantitatively. To show the efficiency of the present method, simulation results for the reconstruction are given and compared with those obtained by the maximum likelihood (ML) method. The robustness of the present method against variations of some experimental conditions is addressed. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:103 / 115
页数:13
相关论文
共 15 条
[1]  
Arnold VI, 1998, ORDINARY DIFFERENTIA
[2]   IS SENSITIVE DEPENDENCE ON INITIAL CONDITIONS NATURE'S SENSORY DEVICE? [J].
Brown, Ray ;
Chua, Leon ;
Popp, Becky .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1992, 2 (01) :193-199
[3]   ESTIMATION OF AMPLITUDE AND PHASE PARAMETERS OF MULTICOMPONENT SIGNALS [J].
FRIEDLANDER, B ;
FRANCOS, JM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (04) :917-926
[4]  
Guckenheimer J, 2013, APPL MATH SCI
[5]   2ND ORDER AVERAGING AND BIFURCATIONS TO SUBHARMONICS IN DUFFING EQUATION [J].
HOLMES, C ;
HOLMES, P .
JOURNAL OF SOUND AND VIBRATION, 1981, 78 (02) :161-174
[6]  
JACKSON EA, 1990, PERSPECTIVE NONLINEA, V1
[7]   BIFURCATION OF PERIODIC RESPONSES IN FORCED DYNAMIC NONLINEAR CIRCUITS - COMPUTATION OF BIFURCATION VALUES OF THE SYSTEM PARAMETERS [J].
KAWAKAMI, H .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1984, 31 (03) :248-260
[8]   Parameter estimation in chaotic noise [J].
Leung, H ;
Huang, XP .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1996, 44 (10) :2456-2463
[9]   SOURCE PARAMETER-ESTIMATION IN INHOMOGENEOUS VOLUME CONDUCTORS OF ARBITRARY SHAPE [J].
OOSTENDORP, TF ;
VANOOSTEROM, A .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (03) :382-391
[10]  
Papoulis A., 1984, Probability, Random Variables and Stochastic Processes, V2nd