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N-th order cumulant-spectral principal domain stationary set and transient set

机译:第n个订单累积光谱主域固定装置和瞬态集

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摘要

From first principles, a method is presented to generate the minimal region in the n- dimensional frequency space necessary for a complete nonredundant representation of the support of an N-th order joint cumulant spectral function. This region is commonly referred to as the N-th order principal domain (PD) or the support set of the N-th order cumulant spectral function (which is the Fourier transform of the N-th order joint cumulant function). The procedure is derived from a composition of the symmetry operations inherent to an N-fold product of the Fourier transforms of a random time series. For exposition, we present an example using the second-order cumulant spectral function. Explicit representations of the PDs for cumulant spectra of orders up to and including order five are included.
机译:根据第一原理,提出了一种方法以在第n个订单关节累积谱函数的支持的完全非冗余表示所需的n尺寸频率空间中生成最小区域。该区域通常被称为第n阶主域(PD)或第n个订单累积谱函数的支持集(这是第n个订单关节累积函数的傅立叶变换)。该过程是从随机时间序列的傅里叶变换的n倍乘积固有的对称性操作的组成。对于阐述,我们展示了一种使用二阶累积谱函数的示例。包括指累积光谱的PDS的明确表示,其订单和包括订单五的订单。

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