Improved frequency response function estimation by Gaussian process regression with prior knowledge

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2021.08.419 ◽

2021 ◽

Vol 54 (7) ◽

pp. 559-564

Author(s):

N. Hallemans ◽

R. Pintelon ◽

D. Peumans ◽

J. Lataire

Keyword(s):

Gaussian Process ◽

Frequency Response ◽

Prior Knowledge ◽

Response Function ◽

Frequency Response Function ◽

Gaussian Process Regression ◽

Function Estimation ◽

Response Function Estimation

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Experimental Comparison of Methods for Multivariable Frequency Response Function Estimation

IFAC Proceedings Volumes ◽

10.3182/20080706-5-kr-1001.02598 ◽

2008 ◽

Vol 41 (2) ◽

pp. 15359-15366 ◽

Author(s):

Erik Wernholt ◽

Stig Moberg

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Experimental Comparison ◽

Comparison Of Methods ◽

Function Estimation ◽

Response Function Estimation

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FREQUENCY RESPONSE FUNCTION ESTIMATION AND COHERENCE: PART I

Experimental Techniques ◽

10.1111/j.1747-1567.2001.tb00008.x ◽

2001 ◽

Vol 25 (1) ◽

pp. 44-45

Author(s):

A.L. Wicks

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Response Function Estimation

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A study of approximation errors in local parametric approaches to frequency response function estimation

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.09.126 ◽

2018 ◽

Vol 51 (15) ◽

pp. 814-819

Author(s):

Dieter Verbeke ◽

Johan Schoukens

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Approximation Errors ◽

Response Function Estimation

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Ground Structural Coupling Testing and Data Processing Methods for Frequency Response Function Estimation

54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference ◽

10.2514/6.2013-1776 ◽

2013 ◽

Author(s):

Renjia Zhang ◽

Zhigang Wu ◽

Chao Yang

Keyword(s):

Data Processing ◽

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Processing Methods ◽

Structural Coupling ◽

Response Function Estimation ◽

Data Processing Methods

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Analysis of methods for multivariable frequency response function estimation in closed loop

2007 46th IEEE Conference on Decision and Control ◽

10.1109/cdc.2007.4434780 ◽

2007 ◽

Author(s):

Erik Wernholt ◽

Svante Gunnarsson

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Closed Loop ◽

Function Estimation ◽

Response Function Estimation

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Frequency response function estimation techniques and the corresponding coherence functions: A review and update

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108100 ◽

2022 ◽

Vol 162 ◽

pp. 108100

Author(s):

Randall J. Allemang ◽

Rohit S. Patwardhan ◽

Murali M. Kolluri ◽

Allyn W. Phillips

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Estimation Techniques ◽

Response Function Estimation

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Multisine multiexcitation in frequency response function estimation

AIAA Journal ◽

10.2514/3.11345 ◽

1993 ◽

Vol 31 (1) ◽

pp. 215-216 ◽

Author(s):

Jose Roberto de Franca Arruda

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Response Function Estimation

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Frequency Response Function Estimation

Handbook of Experimental Structural Dynamics ◽

10.1007/978-1-4939-6503-8_8-1 ◽

2020 ◽

pp. 1-90

Author(s):

A. W. Phillips ◽

R. J. Allemang

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Response Function Estimation

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Frequency Response Function Estimation in the Presence of Missing Output Data

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2014.2342431 ◽

2015 ◽

Vol 64 (2) ◽

pp. 541-553 ◽

Author(s):

Diana Ugryumova ◽

Rik Pintelon ◽

Gerd Vandersteen

Keyword(s):

Frequency Response ◽

Response Function ◽

Frequency Response Function ◽

Function Estimation ◽

Output Data ◽

Response Function Estimation

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Analysis of the maximum likelihood, total least squares and principal component approaches for frequency response function estimation

Journal of Sound and Vibration ◽

10.1016/j.jsv.2005.04.029 ◽

2006 ◽

Vol 290 (3-5) ◽

pp. 676-689 ◽

Author(s):

P.R. White ◽

M.H. Tan ◽

J.K. Hammond

Keyword(s):

Maximum Likelihood ◽

Frequency Response ◽

Least Squares ◽

Response Function ◽

Frequency Response Function ◽

Principal Component ◽

Total Least Squares ◽

Function Estimation ◽

Response Function Estimation

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