Holder Continuity of 1/f (Pink) noise
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For $omega=omega(t)$ which is 1/f noise, does anyone know the supremum of all its possible Holder exponents i.e. supremum of all $alpha$ such that
$$|omega(t)-omega(s)|leq C|t-s|^alpha $$ for some $C$ and $t,sin J$ where $J$ is some time interval.
I was thinking maybe $frac12$ would be an $alpha$ that works because the Fourier transform of 1/f noise decays like $mathcalO(frac1sqrtn)$ but I am not sure if this is the supremum or even a reasonable guess. I do think the Fourier transform would be a good angle of approach though.
Please let me know your thoughts! Thanks!
stochastic-processes fourier-analysis uniform-continuity holder-spaces noise
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up vote
0
down vote
favorite
For $omega=omega(t)$ which is 1/f noise, does anyone know the supremum of all its possible Holder exponents i.e. supremum of all $alpha$ such that
$$|omega(t)-omega(s)|leq C|t-s|^alpha $$ for some $C$ and $t,sin J$ where $J$ is some time interval.
I was thinking maybe $frac12$ would be an $alpha$ that works because the Fourier transform of 1/f noise decays like $mathcalO(frac1sqrtn)$ but I am not sure if this is the supremum or even a reasonable guess. I do think the Fourier transform would be a good angle of approach though.
Please let me know your thoughts! Thanks!
stochastic-processes fourier-analysis uniform-continuity holder-spaces noise
add a comment |Â
up vote
0
down vote
favorite
up vote
0
down vote
favorite
For $omega=omega(t)$ which is 1/f noise, does anyone know the supremum of all its possible Holder exponents i.e. supremum of all $alpha$ such that
$$|omega(t)-omega(s)|leq C|t-s|^alpha $$ for some $C$ and $t,sin J$ where $J$ is some time interval.
I was thinking maybe $frac12$ would be an $alpha$ that works because the Fourier transform of 1/f noise decays like $mathcalO(frac1sqrtn)$ but I am not sure if this is the supremum or even a reasonable guess. I do think the Fourier transform would be a good angle of approach though.
Please let me know your thoughts! Thanks!
stochastic-processes fourier-analysis uniform-continuity holder-spaces noise
For $omega=omega(t)$ which is 1/f noise, does anyone know the supremum of all its possible Holder exponents i.e. supremum of all $alpha$ such that
$$|omega(t)-omega(s)|leq C|t-s|^alpha $$ for some $C$ and $t,sin J$ where $J$ is some time interval.
I was thinking maybe $frac12$ would be an $alpha$ that works because the Fourier transform of 1/f noise decays like $mathcalO(frac1sqrtn)$ but I am not sure if this is the supremum or even a reasonable guess. I do think the Fourier transform would be a good angle of approach though.
Please let me know your thoughts! Thanks!
stochastic-processes fourier-analysis uniform-continuity holder-spaces noise
asked Jul 27 at 16:18
Aakash Lakshmanan
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