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An optimization technique for iterative frequency-domain deconvolution

机译:迭代频域反卷积的优化技术

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摘要

A technique for the optimization of the iteration (design) parameter of filters used in frequency-domain iterative deconvolution methods is presented. The technique allows the filter optimization to be performed in the frequency-domain instead of the time domain, which translates into tremendous saving of computation time. The technique provides a quantitative measure of the performance of the filter regarding noise reduction and filtration error. Illustrative examples using computer simulation as well as experimental data are given. The demonstrations show that the technique yields reliable results for the deconvolution of signals in the presence of noise.
机译:提出了一种优化频域迭代解卷积方法中滤波器的迭代(设计)参数的技术。该技术允许在频域而不是时域中执行滤波器优化,从而大大节省了计算时间。该技术提供了有关降噪和滤波误差的滤波器性能的定量度量。给出了使用计算机仿真以及实验数据的说明性示例。演示表明,该技术在存在噪声的情况下为信号的反卷积产生了可靠的结果。

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