Haimi Antti, Koliander Günther, Romero José Luis
Faculty of Mathematics, University of Vienna, Oskar-Morgenstern-Platz 1, 1090 Vienna, Austria.
Acoustics Research Institute, Austrian Academy of Sciences, Wohllebengasse 12-14, 1040 Vienna, Austria.
J Stat Phys. 2022;187(3):22. doi: 10.1007/s10955-022-02917-3. Epub 2022 Apr 15.
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.
我们研究复平面上的高斯随机函数,其随机性在魏尔 - 海森堡群下是不变的(扭曲平稳性)。该理论以平移不变高斯整函数为模型,但允许非解析的例子,在这种情况下,缠绕数可以是正的或负的。我们计算此类函数零点集的一阶强度,既将其视为平面上的点,也根据其相位缠绕将其视为电荷。在后一种情况下,电荷被证明处于某种平均平衡状态,与特定的协方差结构无关(通用屏蔽)。我们研究相应的涨落,并表明在许多情况下它们在大尺度上受到抑制(超均匀性)。这意味着通用屏蔽在大尺度上是可以通过实验观测到的。我们还推导了电荷方差的渐近表达式。作为主要应用,我们得到了具有一般窗口的复白噪声短时傅里叶变换零点集的统计量,并且还证明了以下不确定性原理:在所有窗口函数中,单位面积内零点的预期数量恰好由广义高斯函数最小化。进一步的应用包括多整函数,如高斯整函数的协变导数。