<< Chapter < Page Chapter >> Page >

It is useful to see what the effect of the filter is on a sinusoidal signal, say x ( t ) = cos ( Ω 0 t ) . If y ( t ) is the output of the filter, then we can write

y ( t ) = - cos ( Ω 0 ( t - τ ) ) h ( τ ) d τ

Using the Euler formula for cos ( Ω 0 t ) , right hand side of [link] can be written as:

1 2 - e j ( Ω 0 ( t - τ ) ) + e - j ( Ω 0 ( t - τ ) ) h ( τ ) d τ

This integral can be split into two separate integrals, and written as:

e j Ω 0 t 2 - e - j Ω 0 τ h ( τ ) d τ + e - j Ω 0 t 2 - e j Ω 0 τ h ( τ ) d τ

The first of the two integrals can be recognizes as the Fourier Transform of the impulse response evaluated at Ω = Ω 0 . The second integral is just the complex conjugate of the first integral. Therefore [link] can be written as:

e j Ω 0 t 2 H ( j Ω 0 ) + e - j Ω 0 t 2 H * ( j Ω 0 )

Since the second term in [link] is the complex conjugate of the first term, we can express [link] as:

R e e j Ω 0 t H ( j Ω 0 )

or expressing H ( j Ω 0 ) in terms of polar coordinates:

R e e j Ω 0 t | H ( j Ω 0 ) | e j H ( j Ω 0 ) = R e | H ( j Ω 0 ) | e j ( Ω 0 t + H ( j Ω 0 ) )

Therefore, we find that the filter output is given by

y ( t ) = | H ( j Ω 0 ) | cos ( Ω 0 t + H ( j Ω 0 ) )

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 | H ( j Ω 0 ) | and that has been phase shifted by H ( j Ω 0 ) . 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 h ( t ) = e - 5 t u ( t ) and whose input is given by x ( t ) = cos ( 2 t ) . It can be readily seen that the frequency response of the filter is

H ( j Ω ) = 1 5 + j Ω

and therefore H ( j 2 ) = 0 . 1857 and H ( j 2 ) = - 0 . 3805 . Therefore, using [link] :

y ( t ) = 0 . 1857 cos ( 2 t - 0 . 3805 )

Get Jobilize Job Search Mobile App in your pocket Now!

Get it on Google Play Download on the App Store Now




Source:  OpenStax, Signals, systems, and society. OpenStax CNX. Oct 07, 2012 Download for free at http://cnx.org/content/col10965/1.15
Google Play and the Google Play logo are trademarks of Google Inc.

Notification Switch

Would you like to follow the 'Signals, systems, and society' conversation and receive update notifications?

Ask