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Numerical Methods for Systems Excited by White Noise

机译:白噪声激励系统的数值方法

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This paper considers the problem of the numerical solution of continuous system equations when the excitation is white noise. Many signal generation models consist of a linear system excited by white noise, and in simulating the performance of these systems it is usually necessary to solve the system differential equations numerically. The simplest representation of white noise is to represent it by independent random samples at the discrete time instants used in the numerical process. However it is shown in this paper that this is not appropriate when the time step is further subdivided in the numerical integration process, and doing so can lead to significant errors in the solution. Some simple examples are included to illustrate the difficulties.
机译:考虑激励为白噪声时,连续系统方程数值解的问题。许多信号生成模型都是由白噪声激发的线性系统组成的,在模拟这些系统的性能时,通常需要对系统的微分方程进行数值求解。白噪声最简单的表示方法是在数值过程中使用离散的瞬时时刻,通过独立的随机样本来表示它。但是,本文表明,当时间步长在数值积分过程中进一步细分时,这是不合适的,并且这样做会导致解决方案中的重大错误。包括一些简单的例子来说明困难。

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