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    • 112. 发明授权
    • Method for optimizing an adaptive filter update coefficient
    • 用于优化自适应滤波器更新系数的方法
    • US5276707A
    • 1994-01-04
    • US40064
    • 1993-03-30
    • Kevin L. Baum
    • Kevin L. Baum
    • H03H17/00H03H21/00H04B3/04H04B3/23H03H7/30
    • H03H21/0043
    • The method of the present invention generates an optimal adaptive filter update coefficient by first generating three error signals using a signal input and three update coefficients (301-303). Mean Square Error (MSE) values are estimated (307 and 308) for the first and third error signals. The first MSE value (307) is subtracted (309) from the third MSE value (308) to generate a difference signal. The difference signal is used to generate (310) an update signal that is used to modify the update coefficients. The process of the present invention is repeated until the difference signal is substantially zero, thus optimizing the second update coefficient. This process enables an update coefficient for an adaptive filter to quickly adapt to a changing environment.
    • 本发明的方法通过使用信号输入和三个更新系数(301-303)首先产生三个误差信号来产生最佳的自适应滤波器更新系数。 对于第一和第三误差信号,估计均方误差(MSE)值(307和308)。 从第三MSE值(308)减去第一MSE值(307)(309)以产生差分信号。 差分信号用于产生(310)用于修改更新系数的更新信号。 重复本发明的过程,直到差信号基本上为零,从而优化第二更新系数。 该过程使得自适应滤波器的更新系数能够快速适应不断变化的环境。