“比白还白”的噪音

T. Durrani, A. R. Leyman, J. Soraghan
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引用次数: 2

摘要

本文汇集了当前信号处理领域的两股兴趣。虽然二阶技术和最小方差标准被很好地理解,但越来越多的人需要研究涉及高阶统计量的性能标准,以评估观测数据的高斯性、线性和平稳性的偏差。有一个附加的要求是生成具有规定(或最小)高阶统计量的随机测试序列,以促进系统的分析,以确定线性/非线性,时不变与时变参数。本文提出了一种最小化对称pdf随机序列的三阶累积扩散的新方法,并给出了实现该方法所需权重的封闭形式解。包括大量的计算结果来验证性能
本文章由计算机程序翻译,如有差异,请以英文原文为准。
"Whiter than white" noise
This paper brings together two strands of current interest in signal processing. While second order techniques and minimum variance criteria are well understood, there is a growing requirement to study the performance criteria that involve higher order statistics in order to evaluate deviation from Gaussianity, linearity and stationarity of observed data. There is a complimentary requirement for the generation of random test sequences which have prescribed (or minimal) higher order statistics, to facilitate the analysis of systems in order to determine linearity/non-linearity, time invariance vs time varying parameters. This paper proposes a new method for minimising the third order cumulant spread of random sequences with symmetric pdf, and provides a closed form solution for the weightings required to achieve this. Numerous computed results are included to verify performance.<>
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