APPENDIX BEvaluation of FIR Design ErrorMinimization

Let’s minimize the expression

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Where

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We start by setting the derivative of the error ξ with respect to the filter coefficients (the one parameter that we have control over and want to optimize) equal to zero:

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We then use the chain rule to differentiate each part:

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The derivative is now a sum of two ...

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