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method and device for adaptive filtering using the sign algorithm

机译:符号算法的自适应滤波方法和装置

摘要

An input signal is filtered for creating an output signal using an adaptive filter. An error signal is derived from the output signal. The adaptive filter has coefficient whose value can be modified. A value of a coefficient is modified using a derived updating amount. The updating amount is obtained from the product of a value of the input signal, a value of the polarity of the error signal, and a step gain. The step gain has the form 2K with K being an integer and being dependent on a magnitude of the value of the error signal and on a step gain parameter. The updating amount is dependent on both the magnitude and the polarity of the error signal, therefore allowing a precise update of the coefficient. The specific form of the step gain allows a fast derivation of the product.
机译:使用自适应滤波器对输入信号进行滤波以创建输出信号。从输出信号得出误差信号。自适应滤波器具有可以修改其值的系数。使用导出的更新量来修改系数的值。从输入信号的值,误差信号的极性的值和阶跃增益的乘积获得更新量。阶跃增益的形式为2K,其中K为整数,并且取决于误差信号值的大小和阶跃增益参数。更新量取决于误差信号的大小和极性,因此允许精确地更新系数。阶跃增益的特定形式允许快速求积。

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