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An adaptive filter is a system with a linear filter that has a transfer function controlled by variable parameters and a means to adjust those parameters according 

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In transform-domain adaptive filters, the input signals are transformed (using the FFT, the DCT or other Simon Haykin, in Control and Dynamic Systems, 1995 

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