Welch's method, named after Peter D. Welch, is an approach for spectral density estimation. It is used in physics, engineering, and applied mathematics for estimating the power of a signal at different frequencies.The method is based on the concept of using periodogram spectrum estimates, which are the result of converting a signal from the time domain to the frequency domain. Welch's method is an improvement on the standard periodogram spectrum estimating method and on Bartlett's method, in that it reduces noise in the estimated power spectra in exchange for reducing the frequency resolution. Due to the noise caused by imperfect and finite data, the noise reduction from Welch's method is often desired.
Attributes | Values |
---|
rdf:type
| |
rdfs:label
| - Méthode de Welch (fr)
- Welch's method (en)
|
rdfs:comment
| - En estimation spectrale, la méthode de Welch fournit un estimateur consistant de la densité spectrale de puissance. Cette méthode a été proposée par Peter D. Welch en 1967. Le biais de l'estimation est diminué en moyennant temporellement. Elle est à comparer à la méthode de Bartlett où on utilise les propriétés d'ergodicité du signal avec des moyennes statistiques. La méthode de Welch, comme la méthode de Bartlett, utilise une estimation du spectre du périodogramme ; dans les deux cas, on réduit le bruit aux dépens de la résolution en fréquence. (fr)
- Welch's method, named after Peter D. Welch, is an approach for spectral density estimation. It is used in physics, engineering, and applied mathematics for estimating the power of a signal at different frequencies.The method is based on the concept of using periodogram spectrum estimates, which are the result of converting a signal from the time domain to the frequency domain. Welch's method is an improvement on the standard periodogram spectrum estimating method and on Bartlett's method, in that it reduces noise in the estimated power spectra in exchange for reducing the frequency resolution. Due to the noise caused by imperfect and finite data, the noise reduction from Welch's method is often desired. (en)
|
dcterms:subject
| |
Wikipage page ID
| |
Wikipage revision ID
| |
Link from a Wikipage to another Wikipage
| |
Link from a Wikipage to an external page
| |
sameAs
| |
dbp:wikiPageUsesTemplate
| |
has abstract
| - En estimation spectrale, la méthode de Welch fournit un estimateur consistant de la densité spectrale de puissance. Cette méthode a été proposée par Peter D. Welch en 1967. Le biais de l'estimation est diminué en moyennant temporellement. Elle est à comparer à la méthode de Bartlett où on utilise les propriétés d'ergodicité du signal avec des moyennes statistiques. La méthode de Welch, comme la méthode de Bartlett, utilise une estimation du spectre du périodogramme ; dans les deux cas, on réduit le bruit aux dépens de la résolution en fréquence. (fr)
- Welch's method, named after Peter D. Welch, is an approach for spectral density estimation. It is used in physics, engineering, and applied mathematics for estimating the power of a signal at different frequencies.The method is based on the concept of using periodogram spectrum estimates, which are the result of converting a signal from the time domain to the frequency domain. Welch's method is an improvement on the standard periodogram spectrum estimating method and on Bartlett's method, in that it reduces noise in the estimated power spectra in exchange for reducing the frequency resolution. Due to the noise caused by imperfect and finite data, the noise reduction from Welch's method is often desired. (en)
|
gold:hypernym
| |
prov:wasDerivedFrom
| |
page length (characters) of wiki page
| |
foaf:isPrimaryTopicOf
| |
is Link from a Wikipage to another Wikipage
of | |
is Wikipage redirect
of | |
is foaf:primaryTopic
of | |