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we have a linear combination of some quantities and we want to adjust the coefficients in this linear combination to be optimal optimal in this case means there is a certain Target in our particular case of communications it can be the plus- one value and the mean square error from the plus- one value is what has to be minimized we have coefficients C1 and cm and we have y so what we do is in case of binary transmission we put it through a comparator in case of uh larger number of levels you have to have decision that divides it into a larger number of values okay if you have Pam for for instance your decision maker will give you four different values in this case weamp;#39;ll assume just two Iamp;#39;ll call this y heart and I take the difference e between Y and Y hat now I also know that in this case the X1 and xn can be anything but in case of The Equalizer this X1 to xn are delayed input samples okay the delayed input samples are weighted and sum together and if the equalizer tra