TY - JOUR
T1 - Zeros of Gaussian Weyl–Heisenberg Functions and Hyperuniformity of Charge
AU - Haimi, Antti
AU - Koliander, Günther
AU - Romero, José Luis
N1 - Funding Information:
Antti Haimi, Günther Koliander and José Luis Romero gratefully acknowledge support from Austrian Science Fund (FWF): Y 1199, P 31153, and P 29462, and from the WWTF Grant INSIGHT (MA16-053). Preliminary versions of this work were presented by Antti Haimi at the meeting of the mathematics group of the Acoustic Research Institute of the Austrian Academy of Sciences during 2018 and 2019. We kindly thank the institute members for their helpful comments.
Publisher Copyright:
© 2022, The Author(s).
PY - 2022/6
Y1 - 2022/6
N2 - We study Gaussian random functions on the complex plane whose stochastics are invariant under the Weyl–Heisenberg group (twisted stationarity). The theory is modeled on translation invariant Gaussian entire functions, but allows for non-analytic examples, in which case winding numbers can be either positive or negative. We calculate the first intensity of zero sets of such functions, both when considered as points on the plane, or as charges according to their phase winding. In the latter case, charges are shown to be in a certain average equilibrium independently of the particular covariance structure (universal screening). We investigate the corresponding fluctuations, and show that in many cases they are suppressed at large scales (hyperuniformity). This means that universal screening is empirically observable at large scales. We also derive an asymptotic expression for the charge variance. As a main application, we obtain statistics for the zero sets of the short-time Fourier transform of complex white noise with general windows, and also prove the following uncertainty principle: the expected number of zeros per unit area is minimized, among all window functions, exactly by generalized Gaussians. Further applications include poly-entire functions such as covariant derivatives of Gaussian entire functions.
AB - We study Gaussian random functions on the complex plane whose stochastics are invariant under the Weyl–Heisenberg group (twisted stationarity). The theory is modeled on translation invariant Gaussian entire functions, but allows for non-analytic examples, in which case winding numbers can be either positive or negative. We calculate the first intensity of zero sets of such functions, both when considered as points on the plane, or as charges according to their phase winding. In the latter case, charges are shown to be in a certain average equilibrium independently of the particular covariance structure (universal screening). We investigate the corresponding fluctuations, and show that in many cases they are suppressed at large scales (hyperuniformity). This means that universal screening is empirically observable at large scales. We also derive an asymptotic expression for the charge variance. As a main application, we obtain statistics for the zero sets of the short-time Fourier transform of complex white noise with general windows, and also prove the following uncertainty principle: the expected number of zeros per unit area is minimized, among all window functions, exactly by generalized Gaussians. Further applications include poly-entire functions such as covariant derivatives of Gaussian entire functions.
KW - Charge
KW - Gaussian Weyl–Heisenberg function
KW - Hyperuniformity
KW - Short-time Fourier transform
KW - Twisted convolution
KW - Zero set
KW - SPECTROGRAM
KW - SINGULARITIES
KW - FLUCTUATIONS
KW - CRITICAL-POINTS
KW - Gaussian Weyl-Heisenberg function
UR - http://www.scopus.com/inward/record.url?scp=85128316531&partnerID=8YFLogxK
U2 - 10.1007/s10955-022-02917-3
DO - 10.1007/s10955-022-02917-3
M3 - Article
AN - SCOPUS:85128316531
SN - 0022-4715
VL - 187
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 3
M1 - 22
ER -