Detecting a Time-Varying Behavior in Frequency Response Function Measurements

被引:25
|
作者
Lataire, John [1 ]
Louarroudi, Ebrahim [1 ]
Pintelon, Rik [1 ]
机构
[1] Vrije Univ Brussel, B-1050 Brussels, Belgium
关键词
Frequency domain; frequency response function (FRF); linear system; time-invariant approximation; time-varying systems; MODEL IDENTIFICATION; SYSTEMS;
D O I
10.1109/TIM.2012.2197072
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
This paper provides data-driven tools to detect and quantify approximately the influence of the time variation of a system under test in classical frequency response function (FRF) measurements. To achieve this, the best linear time-invariant approximation of a linear time-varying system is defined and is estimated using existing FRF estimators. An analysis of the residuals of the latter estimation reveals the frequency band in which the contributions from the time variation dominates the disturbing measurement noise and, thus, is significant. All concepts are illustrated on a simulation and real measurement examples.
引用
收藏
页码:2132 / 2143
页数:12
相关论文
共 50 条
  • [21] Frequency analysis of time-varying systems
    Bayan, Nima
    Erfani, Shervin
    2006 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY, 2006, : 33 - 36
  • [22] Frequency estimation of laser signals with time-varying amplitude from phase measurements
    Galtier, F
    Besson, O
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 4005 - 4008
  • [23] GENERALIZED FREQUENCY RESPONSE CONCEPTS FOR TIME-VARYING, DISCRETE-TIME LINEAR SYSTEMS
    NAYLOR, AW
    IEEE TRANSACTIONS ON CIRCUIT THEORY, 1963, CT10 (03): : 428 - +
  • [24] Behavior of Time-Varying Constants in Relativity
    Sharif, M.
    Kausar, H. Rizwana
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2009, 55 (06) : 2328 - 2338
  • [25] Parametric identification of a time-varying structure based on vector vibration response measurements
    Spiridonakos, M. D.
    Fassois, S. D.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2009, 23 (06) : 2029 - 2048
  • [26] Detecting equilibrium correction with smoothly time-varying strength
    Eliasson, AC
    STUDIES IN NONLINEAR DYNAMICS AND ECONOMETRICS, 2001, 5 (02): : 115 - 131
  • [27] Detecting changes in mean in the presence of time-varying autocovariance
    McGonigle, Euan T.
    Killick, Rebecca
    Nunes, Matthew A.
    STAT, 2021, 10 (01):
  • [28] Frequency Response of Linear Time-Varying Circuits Using Iterated Laplace Transform
    Erfani, Shervin
    Ahmadi, Majid
    2021 IEEE INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2021, : 673 - 675
  • [29] A parametric frequency response method for non-linear time-varying systems
    Guo, Yuzhu
    Guo, L. Z.
    Billings, S. A.
    Coca, Daniel
    Lang, Z. Q.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (10) : 2133 - 2144
  • [30] Laboratory measurements of time-varying rip currents
    Haas, KA
    Sapp, BK
    Kennedy, AB
    COASTAL ENGINEERING 2004, VOLS 1-4, 2005, : 1480 - 1492