1. A method, comprising: calibrating noise prediction parameters by: adapting one or more biases in a hardware receiver by averaging a plurality of samples using an optimum gain profile, wherein the optimum gain profile provides a running average of the adapted one or more biases, adapting one or more filter coefficients in the hardware receiver using the adapted one or more biases, and adapting one or more prediction error variances in the hardware receiver using the adapted one or more biases and the adapted one or more filter coefficients.