The signal y[n] is the output of an LTI system with input x[n], which is zero-mean white noise. The system is described by the difference equation
(a) What is the z-transform Φyy(z) of the autocorrelation function Φyy[n]?
Sometimes it is of interest to process y[n] with a linear filter such that the power spectrum of the linear filter’s output will be flat when the input to the linear filter is y[n].This procedure is known as “whitening” y[n], and the linear filter that accomplishes the task is said to be the “whitening filter” for the signal y[n]. Suppose that we know the autocorrelation function Φyy[n] and its z-transform Φyy(z), but not the values of the coefficients ak and bk.
(b) Describe a procedure for finding a system function Hw(z) of the whitening filter.
(c) Is the whitening filter unique?
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