Kniha Sinusoid Estimation in Additive Noise Baris Yagci

Sinusoid Estimation in Additive Noise

Applications in Experimental Vibration Analysis

Autor: Baris Yagci
Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
58.16
A classical problem in engineering is to estimate§frequencies and amplitudes of sinusoids in data§co...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2009
Stránok
148
EAN
9783639135015
Enbook ID
06822195
Hmotnosť
201
Rozmery
150 x 220 x 7

Kompletný popis

A classical problem in engineering is to estimate§frequencies and amplitudes of sinusoids in data§corrupted by noise. This problem arises in different§fields like economics, medicine, seismology, energy§conversion, and control systems. Fast Fourier§Transform (FFT), a deterministic method,§is the most commonly used method to obtain frequency§contents of data. However, in the presence of noise§FFT does not yield reliable estimates of the amplitudes§and frequencies of sinusoids. This book presents§stochastic methods to solve the sinusoid estimation§problem. The main advantage of the methods presented§here is the convergence of the estimated spectrum to§the point spectrum of the sinusoids. The convergence §property is especially useful at the analysis stage§because §the artifacts due to noise process disappear with §convergence of the spectrum. This helps §interpreting the spectrum of a process corrupted by §noise with unknown properties. The uses of the§methods presented are illustrated on examples from§structural§vibration analysis.

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