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Estimation of frequency modulations on wideband signals; applications to audio signal analysis

机译:估计宽带信号的频率调制;申请到   音频信号分析

摘要

The problem of joint estimation of power spectrum and modulation fromrealizations of frequency modulated stationary wideband signals is considered.The study is motivated by some specific signal classes from which departures tostationarity can carry relevant information and has to be estimated. Theestimation procedure is based upon explicit modeling of the signal as awideband stationary Gaussian signal, transformed by time-dependent, smoothfrequency modulation. Under such assumptions, an approximate expression for thesecond order statistics of the transformed signal's Gabor transform isobtained, which leads to an approximate maximum likelihood estimationprocedure. The proposed approach is validated on numerical simulations.
机译:考虑了由频谱调制的固定宽带信号的实现对功率谱和调制进行联合估计的问题。本研究受到某些特定信号类别的启发,平稳性偏差可以携带相关信息,因此必须对其进行估计。估计过程基于显式的信号建模,即宽带固定高斯信号,并通过与时间有关的平滑频率调制进行转换。在这样的假设下,获得了变换信号的Gabor变换的二阶统计量的近似表达式,这导致了近似最大似然估计过程。该方法在数值模拟中得到了验证。

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  • 年度 2013
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  • 正文语种 {"code":"en","name":"English","id":9}
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