Autocorrelation: Difference between revisions
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A different definition of the decay time would be the time integral | A different definition of the decay time would be the time integral | ||
of <math>c(t)</math>: | of <math>c(t)</math>: | ||
:<math>\tau'=\int_0^\infty c(t),</math> | :<math>\tau'=\int_0^\infty c(t) \,dt ,</math> | ||
which coincides with the previous one if the decay is purely exponential. Since | which coincides with the previous one if the decay is purely exponential. Since | ||
this is not the case at short times, the two times will be similar but | this is not the case at short times, the two times will be similar but | ||
Revision as of 12:17, 20 June 2008
The autocorrelation of one magnitude refers to the temporal correlation of a magnitude with itself. The magnitude may be scalar:
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c(t)=\langle a(0) a(t) \rangle,}
or vectorial, in which case the scalar product is taken:
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c(t)=\langle \vec{a}(0)\cdot\vec{b}(t) \rangle.}
These correlations typically decay exponentially at long times:
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c(t)=\exp(-t/\tau),}
with a typical decay time Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \tau} . This holds if the underlying process is Markovian, and exceptions are known to occur, even in equilibrium classical fluids: the velocity autocorrelation function (see diffusion) is known to present a long tail (power-law) decay.
A different definition of the decay time would be the time integral of Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle c(t)} :
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \tau'=\int_0^\infty c(t) \,dt ,}
which coincides with the previous one if the decay is purely exponential. Since this is not the case at short times, the two times will be similar but different. This later definition seems to be more related to times experimentally measurable.