Region of Convergence: Re${s} > -3 for $\beta$

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In summary: So in the example we are given, $\text{Re}(s) > 3$. In summary, for the given signal and its Laplace transform, the constraints placed on the real and imaginary parts of $\beta$ are that the real part must be greater than $3$ for the region of convergence of $X(s)$ to be $\text{Re} \ \{s\} > -3$.
  • #1
Dustinsfl
2,281
5
Consider the signal
\[
x(t) = e^{-5t}\mathcal{U}(t) + e^{-\beta t}\mathcal{U}(t)
\]
and denote the its Laplace transform by \(X(s)\).
What are the constraints placed on the real and imagainary parts of \(\beta\)
if the region of convergence of \(X(s)\) is \(\text{Re} \ \{s\} > -3\)?

Let's start by taking the Laplace transform.
\begin{align*}
X(s) &= \int_0^{\infty}e^{-5t}\mathcal{U}(t)e^{-st}dt +
\int_0^{\infty}e^{-\beta t}\mathcal{U}(t)e^{-st}dt\\
&= \int_0^{\infty}e^{-5t}e^{-st}dt +
\int_0^{\infty}e^{-\beta t}e^{-st}dt\\
&= \frac{1}{s + 5} + \frac{1}{s + \text{Re} \ \{\beta\}}
\end{align*}
The first integral gives us a region of convergence of \(\sigma > -5\). For \(\beta\), we need the real part to be \(3\). Then the second integral would have a region of convergence of \(\sigma_1 > -3\). With the addition of the integrals, how does that affect the overall region of convergence? Do we just take the lesser of the two or is there something else?
 
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  • #2
This is not exactly what you are asking but it is a good starting point as you had a similar issue in your other post involving convergence of the Laplace transform. This is to clear this issue up.

Let us start with a simple example. Consider the function $f(t) = e^{at}$.
Now compute the Laplace transform,
$$L[f(t)](s) = \int_0^{\infty} e^{at} e^{-st} ~ dt $$
Write $s = \sigma + ib$ then $e^{-st} = e^{-\sigma t}e^{-ibt}$, since $|e^{-ibt}|=1$ it follows that $|e^{-st}| = e^{-\sigma t}$.

If $\sigma > a$ then $|e^{at}e^{-st}| = e^{at}e^{-\sigma t} = e^{-(\sigma - a)t}$. Note that $\sigma - a > 0$. Then we have,
$$ \int_0^{\infty} |e^{at}e^{-st}| ~ dt = \int_0^{\infty} e^{-(\sigma - a)t} ~ dt = -\frac{1}{\sigma - a} e^{-(\sigma - a)t} \bigg|_0^{\infty} $$
At limit $t=\infty$ the exponential goes to zero because its exponent is of the form $e^{-\infty}$, this has to do with the crucial fact that $\sigma - a > 0$. In particular, the integral $\int_0^{\infty} e^{at}e^{-st} ~ dt$ converges absolutely* for $\sigma > a$. Recall that $\sigma = \text{Re}(s)$ and so we have shown that the Laplace transform of $e^{at}$ converges absolutely for $\text{Re}(s) > a$.

*We say $\int_0^{\infty} g(t) ~ dt$ converges absolutely when $\int_0^{\infty} |g(t)| ~ dt$ converges. In particular it means the original integral without absolute values converges also.
 
  • #3
ThePerfectHacker said:
This is not exactly what you are asking but it is a good starting point as you had a similar issue in your other post involving convergence of the Laplace transform. This is to clear this issue up.

Let us start with a simple example. Consider the function $f(t) = e^{at}$.
Now compute the Laplace transform,
$$L[f(t)](s) = \int_0^{\infty} e^{at} e^{-st} ~ dt $$
Write $s = \sigma + ib$ then $e^{-st} = e^{-\sigma t}e^{-ibt}$, since $|e^{-ibt}|=1$ it follows that $|e^{-st}| = e^{-\sigma t}$.

If $\sigma > a$ then $|e^{at}e^{-st}| = e^{at}e^{-\sigma t} = e^{-(\sigma - a)t}$. Note that $\sigma - a > 0$. Then we have,
$$ \int_0^{\infty} |e^{at}e^{-st}| ~ dt = \int_0^{\infty} e^{-(\sigma - a)t} ~ dt = -\frac{1}{\sigma - a} e^{-(\sigma - a)t} \bigg|_0^{\infty} $$
At limit $t=\infty$ the exponential goes to zero because its exponent is of the form $e^{-\infty}$, this has to do with the crucial fact that $\sigma - a > 0$. In particular, the integral $\int_0^{\infty} e^{at}e^{-st} ~ dt$ converges absolutely* for $\sigma > a$. Recall that $\sigma = \text{Re}(s)$ and so we have shown that the Laplace transform of $e^{at}$ converges absolutely for $\text{Re}(s) > a$.

*We say $\int_0^{\infty} g(t) ~ dt$ converges absolutely when $\int_0^{\infty} |g(t)| ~ dt$ converges. In particular it means the original integral without absolute values converges also.

This doesn't help with this problem though. We can either look at the integrals separate or use the triangle inequality, but I don't see an advantage of using the triangle inequality since we will still have two integrals with different regions of convergence. How does the adding of two integrals with separate regions of convergence affect the overal region of convergence?
 
  • #4
dwsmith said:
This doesn't help with this problem though. We can either look at the integrals separate or use the triangle inequality, but I don't see an advantage of using the triangle inequality since we will still have two integrals with different regions of convergence. How does the adding of two integrals with separate regions of convergence affect the overal region of convergence?

Laplace transform of $e^{t}$ converges for $\text{Re}(s) > 1$ and Laplace transform of $e^{2t}$ converges for $\text{Re}(s) > 2$. So if $\text{Re}(s) > 2$ then it is certainly bigger than $1$ and so it converges for both. More generally, you take the larger of the two numbers.
 

FAQ: Region of Convergence: Re${s} > -3 for $\beta$

What is the Region of Convergence for Re${s} > -3 for $\beta$?

The Region of Convergence (ROC) for Re${s} > -3 for $\beta$ is the set of complex numbers where the Laplace transform of a given function converges. In other words, it is the range of values for which the Laplace transform is defined and converges.

Why is the Region of Convergence important?

The Region of Convergence is important because it determines the validity and usefulness of the Laplace transform for a given function. If the function's ROC is not specified, the Laplace transform cannot be fully evaluated and its properties cannot be studied.

How is the Region of Convergence calculated?

The Region of Convergence can be calculated using the properties of the Laplace transform, including the stability, causality, and boundedness of the function. It can also be determined by examining the poles and zeros of the function's transfer function.

What are the implications of having Re${s} > -3 for $\beta$ in the Region of Convergence?

Having Re${s} > -3 for $\beta$ in the Region of Convergence means that the Laplace transform of the function is convergent for all values of s with a real part greater than -3. This can provide valuable information about the behavior and stability of the function in the time domain.

How does the Region of Convergence affect the inverse Laplace transform?

The Region of Convergence determines the range of values for which the inverse Laplace transform can be applied to retrieve the original function. If the Region of Convergence is not specified, the inverse Laplace transform may not be unique or may not exist at all.

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