Monday, February 13, 2017

Output of a system given it's transfer function and input (beginner)



I have an exercise that gives me the transfer function of a system


$$H(s) = \frac{3s^2+27}{s^4+8s^3 + 16s^2} $$


and an input


$$x(t) = \frac13 cos(3t) $$


An ask's what is the output


I don't whant the answer but the steps to calculate it.


Where to start? I need to find the inverse or there's a shorcut?



Answer



For an LTI system, output $y(t)$ is given by $$y(t) = h(t)\otimes x(t)$$ Where $x(t)$ is input and $h(t)$ is impulse response of the system. The operator $\otimes$ represents convolution.


Convolution operation is mapped into multiplication in Laplace domain. ie, $$Y(s) = H(s)\times X(s)$$ Where, $Y(s)$, $H(s)$ and $X(s)$ are the Laplace transform of $y(t)$, $h(t)$ and $x(t)$ respectively.



You can use any one of the above equation to solve your problem.


Two ways:



  1. Find $h(t)$ from $H(s)$ and use first equation. OR

  2. Find $X(s)$ from $x(t)$, use second equation to find $Y(s)$ and then find $y(t)$ from it.


I prefer second method.


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