Title :
On the use of signals with a constant signal-to-noise ratio in the frequency domain
Author :
Guillaume, Patrick ; Pintelon, Rik ; Schoukens, Johan
Author_Institution :
Vrije Univ., Brussels, Belgium
fDate :
12/1/1990 12:00:00 AM
Abstract :
Most parametric frequency-domain estimation methods, applied to linear time-invariant systems, do not take into account the disturbing input noise. It is shown that these estimators can still be used to obtain unbiased estimates from noisy input-output measurements if an input signal with a constant signal-to-noise ratio is used. By means of an experiment in the field of modal analysis, it is demonstrated that a multisine excitation can be used to create an input signal with a constant signal-to-noise ratio, even when the disturbing noise at the input is strongly colored. It is shown that multisines allow a very efficient (low crest factor and time factor) and fast synthesis of the wanted input signal
Keywords :
measurement errors; measurement theory; parameter estimation; random noise; signal processing; constant signal-to-noise ratio; disturbing noise; input signal; linear time-invariant systems; low crest factor; measurement errors; modal analysis; multisine excitation; parametric frequency-domain estimation; time factor; Colored noise; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Maximum likelihood estimation; Modal analysis; Noise measurement; Signal to noise ratio; Time invariant systems; Transfer functions;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on