Finding the power spectral density


Response to the following problem:

The information sequence {an}n= -∞ is a sequence of iid random variables, each taking values +1 and -1 with equal probability. This sequence is to be transmitted at baseband by a biphase coding scheme, described by

         ∞
s(t) = Σ   ang(t-nT)
      n=-∞
where g(t) is shown in Figure .

1892_figure.jpg

1. Find the power spectral density of s(t).

2. Assume that it is desirable to have a zero in the power spectrum at f = 1/T . To this end, we use a precoding scheme by introducing bn = an + kan-1, where k is some constant, and then transmit the {bn} sequence using the same g(t). Is it possible to choose k to produce a frequency null at f = 1/T ? If yes, what are the appropriate values and the resulting power spectrum?

3. Now assume we want to have zeros at all multiples of f0 = 1/4T . Is it possible to have these zeros with an appropriate choice of k in the previous part? If not, then what kind of precoding do you suggest to achieve the desired result?

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Applied Statistics: Finding the power spectral density
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