基于Whittaker-Kotelnikov-Shannon插值公式的周期离散有限长信号重构精度研究

S. Porshnev, D. Kusaykin, M. A. Klevakin
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引用次数: 5

摘要

随着数字传输系统的出现,离散时间信号重构的任务变得非常重要。请注意,离散时间信号重构的任务类似于数值数学中的函数插值任务。在实际应用的重建方法中,最重要的是提供必要的信号重建精度。它取决于原始模拟信号的类型和离散时间信号的长度。本文介绍了利用Whittaker-Kotelnikov-Shannon插值公式对周期离散有限长信号重建精度的研究结果。为了估计重建的精度,采用了信号功率与误差重建功率比。考虑了两种增加样本数量的方法。结果表明,采样数量的形式增加并不能保证每次都能有效地减小重构误差。定义了无量纲采样率比重构误差表现为局部极值单调依赖量的条件。确定信号频率、采样率和提供最小重构误差的离散采样数之间的比率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On accuracy of periodic discrete finite-length signal reconstruction by means of a Whittaker-Kotelnikov-Shannon interpolation formula
With the advent of digital transmission systems, the task of the discrete-time signal reconstruction became very important. Notice that the task of the discrete-time signals reconstruction is similar to the task of functions interpolation in numerical mathematics. In case of practical use of reconstruction methods one of the most important thing is to provide necessary accuracy of signal reconstruction. It depends both on type of the original analog signal and length of the discrete-time signal. This paper presents results of the research on the accuracy of the periodic discrete-time finite-length signal reconstruction by means of a Whittaker-Kotelnikov-Shannon interpolation formula. To estimate the accuracy of reconstruction the signal power to the error reconstruction power ratio has been employed. Two methods to increase the number of samples are considered. It is demonstrated that the formal increase in number of samples does not provide the of reconstruction error reduction every time. The conditions making reconstruction error on the dimensionless sampling rate ratio appear as the amount of the monotonic dependence with local extremums are defined. The ratio between the frequency of a signal, sampling rate and number of discrete samples providing minimum reconstruction error is determined.
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