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Problem

We have a DT signal x[n] such that:

1. x[n] is periodic and period N=8.

2. $ \sum_{n=0}^{7}x[n]=12 $

3.$ a_{k+3} = a_k $

4. x[n] has minimum power among all signals that satisfy 1,2,3.

Find x[n].

Solution

From 1 we know:

$ x[n] = \sum_{n=0}^{7}a_k e^{-jk \frac {\pi}{4} n} $

From 2 we know:

$ a_0 = avg = 12/8 = 3/2 $

From 3 we know:

$ a_0 = a_3 = a_6 = 3/2 $

From 4 we know:

We want to minimize the power, so:

Power = $ \frac {1}{8} \sum_{n=0}^{7} |x[n]|^2 = \sum_{n=0}^{7} |{a_k}|^2 $

To minimize this, $ a_1=a_2=a_4=a_5=a_7=0 $

So:

$ x[n] = 3/2 * (1 + e^{-j \frac {3\pi}{4} n} + e^{-j \frac {6\pi}{4} n}) $

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Sees the importance of signal filtering in medical imaging

Dhruv Lamba, BSEE2010