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A new discrete-time analytic signal for reducing aliasing in discrete time-frequency distributions

机译:一种新的离散时间解析信号,用于减少离散时频分布中的混叠

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The commonly used discrete-time analytic signal for discrete time-frequency distributions (DTFDs) contains spectral energy at negative frequencies which results in aliasing in the DTFD. A new discrete-time analytic signal is proposed that approximately halves this spectral energy at the appropriate discrete negative frequencies. An empirical comparison shows that aliasing is reduced in the DTFD using the proposed analytic signal rather than the conventional analytic signal. The time domain characteristics of the two analytic signals are compared using an impulse signal as an example, where the DTFD of the conventional signal produces more artefacts than the DTFD of the proposed analytic signal. Furthermore, the proposed discrete signal satisfies two important properties, namely the real part of the analytic signal is equal to the original real signal and the real and imaginary parts are orthogonal.
机译:离散时间频率分布(DTFD)常用的离散时间分析信号包含负频率的频谱能量,这会导致DTFD中出现混叠。提出了一种新的离散时间分析信号,该信号在适当的离散负频率下可将频谱能量近似减半。经验比较表明,使用建议的分析信号而不是传统的分析信号,可以减少DTFD中的混叠现象。以脉冲信号为例比较两个分析信号的时域特性,其中常规信号的DTFD比拟议的分析信号的DTFD产生更多的伪像。此外,所提出的离散信号满足两个重要特性,即,解析信号的实部等于原始实信号,并且实部和虚部正交。

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