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It is useful to see what the effect of the filter is on a sinusoidal signal, say . If is the output of the filter, then we can write
Using the Euler formula for , right hand side of [link] can be written as:
This integral can be split into two separate integrals, and written as:
The first of the two integrals can be recognizes as the Fourier Transform of the impulse response evaluated at . The second integral is just the complex conjugate of the first integral. Therefore [link] can be written as:
Since the second term in [link] is the complex conjugate of the first term, we can express [link] as:
or expressing in terms of polar coordinates:
Therefore, we find that the filter output is given by
This is called the sinusoidal steady state response . It tells us that when the input to a linear, time-invariant filter is a cosine, the filter output is a cosine whose amplitude has been scaled by and that has been phase shifted by . The same result applies to an input that is an arbitrarily phase shifted cosine (e.g. a sine wave).
Example 3.1 Find the output of a filter whose impulse response is and whose input is given by . It can be readily seen that the frequency response of the filter is
and therefore and . Therefore, using [link] :
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