Categories: Mathematics, Physics.

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 \(\delta(t)\):

\[\begin{aligned} \boxed{ \hat{L} \{ u_p(t) \} = \delta(t) } \end{aligned}\]

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.


© "Prefetch". Licensed under CC BY-SA 4.0.
uses