1
\$\begingroup\$

Given that $$y(t) = \cos(2\pi t)x(t)$$ where \$x(t)\$ is a system input and \$y(t)\$ is the system's output, I need to determine whether an \$H(s)/H(w)\$ relation exists. Since this system is not LTI, I really don't know how to approach it. I'm not able to apply a Laplace Transform even when converted to polar form, and I'm at a loss.

In another case of a non-LTI system causing headaches, I've succeeded in determining that $$h(t) = \frac{\sin(10\pi t)}{\pi t}$$ (or \$10\operatorname{sinc}(10\pi t)\$ if you prefer), and thus I believe its Fourier Transform \$H(w)\$ should be a unit step centered about \$10\pi\$, but I don't know how to determine whether or not this form has a Laplace Transform (i.e. \$H(s)\$). I certainly don't see it as a standard form on any Laplace Transform tables I've come across.

Any pointers in the right direction would be greatly appreciated.

\$\endgroup\$
3
  • \$\begingroup\$ Is this some kind of problem given to you by a professor or is it your own curiosity? As far as I know the simple I/O relationship afforded by L-transforms is obtainable only for LTI systems. That's because Y(s)=H(s)X(s) derives from applying the LT to a convolution integral in the time domain, i.e. the convolution between x(t) and h(t), where h is the impulse response of the LTI. In other words this kind of relationship is a consequence of the system being linear. I'm not aware of a similar technique for non-linear systems. \$\endgroup\$ Commented May 19, 2015 at 22:41
  • \$\begingroup\$ BTW, your system is a modulator, so you could apply the properties of Fourier transform to solve the issue. Decompose the cos function as two complex exponential functions... \$\endgroup\$ Commented May 19, 2015 at 22:44
  • \$\begingroup\$ It's a review problem for a refresher on material I covered earlier in my undergrad. I recognize the form as a simple coherent modulation, but wasn't sure how to relate the input/output beyond the trivial. Your answer below is very helpful, thanks! \$\endgroup\$ Commented May 19, 2015 at 23:05

1 Answer 1

2
\$\begingroup\$

Your system is a modulator.

Since \$\cos(2\pi f_0 t)= \dfrac{e^{\,j2\pi f_0 t} + e^{\,-j2\pi f_0 t}}{2} \$ it follows (\$f_0=1\$):

\begin{align*} y(t) = \cos(2\pi t)\, x(t) = \dfrac{e^{\,j2\pi f_0 t} + e^{\,-j2\pi f_0 t}}{2} x(t) = \dfrac 1 2 x(t) e^{\,j2\pi f_0 t} + \dfrac 1 2 x(t) e^{\,-j2\pi f_0 t} \end{align*}

Given the following property of the Fourier transform:

\begin{align*} F\{x(t)e^{\,j2\pi f_0 t}\} = X(f-f_0) \end{align*}

Transforming with Fourier y(t) gives:

\begin{align*} Y(f) = \dfrac 1 2 X(f-f_0) + \dfrac 1 2 X(f + f_0) = \dfrac 1 2 X(f-1) + \dfrac 1 2 X(f + 1) \end{align*}

\$\endgroup\$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.