Title :
Frequency Response Function Measurements Using Concatenated Subrecords With Arbitrary Length
Author :
Schoukens, Johan ; Vandersteen, Gerd ; Rolain, Yves ; Pintelon, Rik
Author_Institution :
Dept. of Fundamental Electr. & Instrum. (ELEC), Vrije Univ. Brussel, Brussels, Belgium
Abstract :
This paper presents a nonparametric method to measure the frequency response function of a linear dynamic system that allows a series of subrecords with arbitrary length to be concatenated in one long data record without suffering from the leakage and transient errors. The method combines data blocks (of different lengths) into a single record, resulting in an increased frequency resolution. The analysis is based on the recent insight that leakage errors in the frequency domain have a smooth nature that is completely similar to that of initial transients in the time domain. The method is applicable to both single-input-single-output and multiple-input-multiple-output systems. The results are illustrated on simulations and experimental data.
Keywords :
frequency measurement; time-frequency analysis; arbitrary length; concatenated subrecords; data blocks; frequency domain; frequency resolution; frequency response function measurements; linear dynamic system; multiple-input-multiple-output systems; nonparametric method; single-input-single-output systems; time domain; transient errors; Covariance matrix; Frequency measurement; Interpolation; Measurement uncertainty; Noise; Polynomials; Transient analysis; Concatenating subrecords; frequency response function (FRF); leakage;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2012.2196400