Improved Variance Estimates of FRF Measurements in the Presence of Nonlinear Distortions Via Overlap

被引:4
作者
Barbe, Kurt [1 ]
Pintelon, Rik [1 ]
Schoukens, Johan [1 ]
Lauwers, Lieve [1 ]
机构
[1] Vrije Univ Brussel, Elect Measurement Dept ELEC, B-1050 Brussels, Belgium
关键词
Frequency domain; frequency response function (FRF); measurement noise; nonlinear distortions; Volterra systems; LINEAR-SYSTEMS; IDENTIFICATION;
D O I
10.1109/TIM.2010.2049218
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
The frequency response function (FRF) is a common nonparametric modeling tool in many practical engineering problems used for obtaining insight in the device under test. However, the device often behaves nonlinearly. When nonlinearities are detected, the user wants to find out how large these are with respect to the measurement noise. In this paper, we describe a method, based on an overlap technique and periodic excitations, that accurately estimates the FRF, the level of nonlinear distortion, and the measurement noise using only two periods and two random phase realizations of the input signal.
引用
收藏
页码:300 / 309
页数:10
相关论文
共 22 条
[1]  
[Anonymous], 1998, Applied Regression Analysis
[2]  
Barbe K., 2009, THESIS VRIJE U BRUSS
[3]   Frequency-domain, errors-in-variables estimation of linear dynamic systems using data from overlapping subrecords [J].
Barbe, Kurt ;
Schoukens, Johan ;
Pintelon, Rik .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2008, 57 (08) :1529-1536
[4]   Welch Method Revisited: Nonparametric Power Spectrum Estimation Via Circular Overlap [J].
Barbe, Kurt ;
Pintelon, Rik ;
Schoukens, Johan .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (02) :553-565
[5]  
Billingsley Patrick, 1995, Probability and Measure
[6]  
Brillinger D. R., 1981, Time Series: Data Analysis and Theory
[7]   Joint transmitter and receiver optimization in additive cyclostationary noise [J].
Cho, JH .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (12) :3396-3405
[8]  
Conway J. B., 1986, FUNCTIONS ONE COMPLE
[9]   INVESTMENT UNDER UNCERTAINTY - DIXIT,AK, PINDYCK,RS [J].
SCHWARTZ, ES .
JOURNAL OF FINANCE, 1994, 49 (05) :1924-1928
[10]   Linear approximations of nonlinear FIR systems for separable input processes [J].
Enqvist, M ;
Ljung, L .
AUTOMATICA, 2005, 41 (03) :459-473