I am reading a textbook on Laplace transforms.
In the proof of the convolution theorem, the author starts by writing the following:
$$\mathcal\{ f(t) * g(t) \} = \int_0^\infty e^{-st}\int_0^t f(\tau)g(t - \tau) \ d\tau dt \ \ \ \text{Using the definition of the Laplace transform}$$
The definition of the Laplace transform is
$$f(s) = \int_0^\infty F(t) e^{-st} \ dt$$
My questions are as follows:
- Where does the $f(\tau)g(t - \tau)$ come from?
- Where does the double integral and the limits $0$ and $t$ for the second integral come from?
I would greatly appreciate it if people could please take the time to clarify this.
As you said, we are looking for Laplace transform of a convolution. Let us at the moment assume $$h(t)=f(t)* g(t).$$ Then by definition we have $$h(t)=\int_0^t f(\tau)g(t-\tau)d\tau.$$
Now let us consider Laplace transform of $h(t)$ as
$$\mathcal{L}\{h(t)\}=\int_0^\infty e^{-st}h(t)dt $$
Now we plug $h(t)$ into equation above to get:
$$\mathcal{L}\{h(t)\}=\int_{t=0}^{t=\infty}e^{-st} \int_{\tau=0}^{\tau=t} f(\tau)g(t-\tau)d\tau dt .$$
Back to your question:
Where does the f(τ)g(t−τ) come from?
- It comes from definition of convolution.
Where does the double integral and the limits 0 and t for the second integral come from?
- see the explanation above.