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author | Prefetch | 2021-03-10 15:26:15 +0100 |
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committer | Prefetch | 2021-03-10 15:26:15 +0100 |
commit | c4ec16c8b34f84f0e95d2988df083c6d31ba21ef (patch) | |
tree | cc5e186f23fe8e18743f6adc6e1499faf84e7e43 /content/know/concept/impulse-response | |
parent | 540d23bff03bedbc8f68287d71c8b5e7dc54b054 (diff) |
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-rw-r--r-- | content/know/concept/impulse-response/index.pdc | 64 |
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diff --git a/content/know/concept/impulse-response/index.pdc b/content/know/concept/impulse-response/index.pdc new file mode 100644 index 0000000..012a2c3 --- /dev/null +++ b/content/know/concept/impulse-response/index.pdc @@ -0,0 +1,64 @@ +--- +title: "Impulse response" +firstLetter: "I" +publishDate: 2021-03-09 +categories: +- Mathematics +- Physics + +date: 2021-03-09T20:34:38+01:00 +draft: false +markup: pandoc +--- + +# Impulse response + +The **impulse response** $u_p(t)$ of a system whose behaviour is described +by a linear operator $\hat{L}$, is defined as the reponse of the system +when forced by the [Dirac delta function](/know/concept/dirac-delta-function/) $\delta(t)$: + +$$\begin{aligned} + \boxed{ + \hat{L} \{ u_p(t) \} = \delta(t) + } +\end{aligned}$$ + +This can be used to find the response $u(t)$ of $\hat{L}$ to +*any* forcing function $f(t)$, i.e. not only $\delta(t)$, +by simply taking the convolution with $u_p(t)$: + +$$\begin{aligned} + \boxed{ + \hat{L} \{ u(t) \} = f(t) + \quad \implies \quad + u(t) = (f * u_p)(t) + } +\end{aligned}$$ + +*__Proof.__ Starting from the definition of $u_p(t)$, +we shift the argument by some constant $\tau$, +and multiply both sides by the constant $f(\tau)$:* + +$$\begin{aligned} + \hat{L} \{ u_p(t - \tau) \} &= \delta(t - \tau) + \\ + \hat{L} \{ f(\tau) \: u_p(t - \tau) \} &= f(\tau) \: \delta(t - \tau) +\end{aligned}$$ + +*Where $f(\tau)$ can be moved inside using the +linearity of $\hat{L}$. Integrating over $\tau$ then gives us:* + +$$\begin{aligned} + \int_0^\infty \hat{L} \{ f(\tau) \: u_p(t - \tau) \} \dd{\tau} + &= \int_0^\infty f(\tau) \: \delta(t - \tau) \dd{\tau} + = f(t) +\end{aligned}$$ + +*The integral and $\hat{L}$ are operators of different variables, so we reorder them:* + +$$\begin{aligned} + \hat{L} \int_0^\infty f(\tau) \: u_p(t - \tau) \dd{\tau} + &= (f * u_p)(t) = \hat{L}\{ u(t) \} = f(t) +\end{aligned}$$ + +*__Q.E.D.__* |