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., Brussel, Belgium
Abstract :
It is pointed out that most estimation methods, when applied to linear time-invariant systems, do not take into account the noise on the input signal. It is well known that these methods generate biased estimates when input noise is present. It is demonstrated that unbiased pole-zero estimates of the device under test (DUT) can still be obtained when an input signal with a constant signal-to-noise ratio (SNR) in the frequency domain is used. By means of a practical problem, it is experimentally demonstrated that the multisine technique gives the necessary flexibility to create optimal signals with a constant SNR, even when the noise is strongly colored
Keywords :
estimation theory; frequency-domain analysis; random noise; signal processing; constant signal-to-noise ratio; frequency-domain; linear time-invariant systems; multisine technique; optimal signals; unbiased pole-zero estimates; Colored noise; Frequency estimation; Least squares approximation; Maximum likelihood estimation; Noise figure; Signal synthesis; Signal to noise ratio; Testing; Time invariant systems; Transfer functions;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1990. IMTC-90. Conference Record., 7th IEEE
Conference_Location :
San Jose, CA
DOI :
10.1109/IMTC.1990.66038