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A New Pre-processing Method for Multi-channel Echo Cancellation Based on Fuzzy Control

机译:基于模糊控制的多通道回声消除新预处理方法

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The essential problem of multi-channel echo cancellation is caused by the strong correlation of two-channel input signals and the methods of preprocessing are always used to decorrelate it and the decorrelation degree depends on nonlinear coefficient α. But in most research, α is constant, In real application, the cross correlation is varying and α should be adjusted with correlation. But there is not precise mathematical formula between them. In this paper, the proposed method applies fuzzy logic to choose α so that the communication quality and convergence performance can be assured on the premise of small addition of computation. Simulations also show the effect of validity method.
机译:多通道回声消除的基本问题是由双通道输入信号的强相关性引起的,并且预处理方法始终用于去相关,并且去相关程度取决于非线性系数α。但在大多数研究中,α是恒定的,在实际应用中,互相关是不同的,并且应该用相关性调整α。但它们之间没有精确的数学公式。在本文中,所提出的方法将模糊逻辑应用于选择α,以便在少量添加计算的前提下确保通信质量和收敛性能。仿真还显示了有效性方法的效果。

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