自适应滤波和周期输入:指数发散的条件

C. Chamzas
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引用次数: 0

摘要

自适应滤波器在信号处理的许多领域都有应用,回声消除就是其中之一。已经观察到,由于实现中固有的非线性,当回波消除器的输入是周期性的时,它们会发散。在本文中,我们研究了自适应滤波器在周期性输入存在下的行为,并提供了潜在指数发散的理论解释和条件。
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Adaptive filtering and periodic inputs: conditions for an exponential divergence
Adaptive filters find applications in many areas of signal processing and echo cancellation is one of them. It has been observed that, due to non-linearities inherent in the implementation, echo cancelers can diverge when their input is periodic. In this paper we examine the behaviour of adaptive filters in the presence of periodic inputs and provide a theoretical explanation and conditions for a potential exponential divergence.
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