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Question

If $h(t) = [-\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t} ]u(-t) + \delta(t)$, then the function is

The correct answer is
non-causal and unstable

The problem asks us to determine if the system with impulse response $h(t)$ is causal and stable.

The given impulse response is:

$h(t) = [-\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t} ]u(-t) + \delta(t)$

Causality Analysis of h(t)

A system is causal if its output depends only on present and past inputs. For a system described by its impulse response $h(t)$, this means $h(t)$ must be zero for all time $t < 0$.

  • In the given $h(t)$, the term $u(-t)$ is equal to 1 for $t \le 0$ and 0 for $t > 0$.
  • For $t < 0$, $u(-t) = 1$. Therefore, $h(t) = -\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t}$ for $t < 0$.
  • Since $h(t)$ is non-zero for $t < 0$, the system is non-causal.

Stability Analysis of h(t)

A system is stable if its impulse response $h(t)$ is absolutely integrable, meaning $\int_{-\infty}^{\infty} |h(t)| dt < \infty$.

  • We need to evaluate the integral $\int_{-\infty}^{\infty} |h(t)| dt$.
  • For $t < 0$, $h(t) = -\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t}$. We found this is positive for $t < 0$.
  • Consider the integral from $-\infty$ to $0$: $\int_{-\infty}^{0} |-\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t}| dt = \int_{-\infty}^{0} (-\frac{2}{3}e^{-t} + \frac{2}{3}e^{-2t}) dt$
  • Evaluating the integral: $[\frac{2}{3}e^{-t} - \frac{1}{3}e^{-2t}]_{-\infty}^{0}$
  • Substituting the limits: $= (\frac{2}{3}e^{0} - \frac{1}{3}e^{0}) - \lim_{t \to -\infty} (\frac{2}{3}e^{-t} - \frac{1}{3}e^{-2t})$ $= (\frac{2}{3} - \frac{1}{3}) - \lim_{t \to -\infty} (\frac{2}{3}e^{-t} - \frac{1}{3}e^{-2t})$ $= \frac{1}{3} - \lim_{t \to -\infty} (\frac{2}{3}e^{-t} - \frac{1}{3}e^{-2t})$
  • The limit term $\lim_{t \to -\infty} (\frac{2}{3}e^{-t} - \frac{1}{3}e^{-2t})$ diverges to infinity because $e^{-t}$ and $e^{-2t}$ grow without bound as $t \to -\infty$.
  • Since the integral $\int_{-\infty}^{0} |h(t)| dt$ diverges, the overall integral $\int_{-\infty}^{\infty} |h(t)| dt$ also diverges.
  • Therefore, the system is unstable.

Conclusion

Based on the analysis, the system is both non-causal and unstable.

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Important Questions from Continuous Time LTI Systems

  1. The continuous time system described by the equation y(t) = x(t2) comes under the category of -

  2. A continuous time LTI system is described by

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    Assuming zero initial conditions, the response y(t) of the above system for the input x(t) = e-2t u(t) is given by

  3. Consider a continuous-time system with input x(t) and output y(t) given by

    y(t) = x(t)cos(t)                                      

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