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On a very tight truncation error bound for stationary stochastic processes

机译:在非常严格的截断误差上必然会发生平稳的随机过程

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摘要

A very tight truncation error upper bound is established for bandlimited weakly stationary stochastic processes if the sampling interval is closed. In particular, the magnitude of the upper bound is O(N/sup -2q/ ln/sup 2/ N) for a symmetric sampling reconstruction from 2N+1 sampled values, where q is an arbitrary positive integer. The results are derived with the help of the Bernstein bound on the remainder of a symmetric complex Fourier series of the function exp (i lambda t). Convergence rates are given for mean square and almost sure sampling reconstructions.
机译:如果采样间隔是封闭的,则为有限带宽的弱平稳随机过程建立一个非常严格的截断误差上限。特别地,对于根据2N + 1个采样值的对称采样重建,上限的大小为O(N / sup -2q / ln / sup 2 / N),其中q是任意正整数。结果是在函数exp(i lambda t)的对称复傅立叶级数的其余部分的Bernstein约束的帮助下得出的。给出了均方和几乎确定的采样重建的收敛速度。

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