The Matched Window Reassignment

Maria Sandsten, Johan Brynolfsson, Isabella Reinhold
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引用次数: 7

Abstract

In this paper we calculate reassigned spectrograms using the envelope of an arbitrary signal as matched window. We show that the matched window then give the perfectly localized reassignment for any time-translated and frequency-modulated transient signal with corresponding envelope. The general expressions of the corresponding scaled reassignment vectors are derived and the matched window reassignment is evaluated for time-frequency localization as well as for classification. The results show that the accuracy in time- and frequency location is high also when the signal envelope deviates from the matched window and when the SNR is reasonable large. The classification performance based on the matched window reassignment and the Rényi entropy is robust to signal envelope deviations as well as to disturbing noise.
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匹配的窗口重新分配
本文利用任意信号的包络作为匹配窗口计算重分配谱图。我们证明了匹配窗口可以对任何具有相应包络的时平移调频瞬态信号给出完美的局部重分配。推导了相应尺度重分配向量的一般表达式,并对匹配窗口重分配进行了时频定位和分类评估。结果表明,当信号包络线偏离匹配窗口和信噪比较大时,该方法的时频定位精度也较高。基于匹配窗口重分配和rsamnyi熵的分类性能对信号包络偏差和干扰噪声具有鲁棒性。
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