Function that connects impulse to impulse response

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This question may seem slightly unnecessary but I'm really curious about the answer. For a system (LTI ones at least not sure about the rest) the output can be described as some function of the input: $$y(t) = f(x(t))$$ So surely the impulse response of a system can be thought of the same way: $$h(t) = f(\delta (t))$$ Now let's say we have the impulse response: $$h(t) = e^{-t}u(t) = f(\delta (t))$$ This could be the sound of a clap decaying in a room or something.

What I'm interested in is understanding what kind of function $f$ is able turn the delta function, which only exists for the briefest moment, into a decaying function that exists for a period of time.

When I think of it in terms of the decaying sound in a room, it makes perfect sense that the response would be a decaying function because its just the sound bouncing off the walls creating an echo that decays away, but I can't see mathematically how any function could take the delta function and somehow create this kind of a response.

I'm not sure if this question has a definite answer, I'm sorry if it doesn't, I just really hope it does. The delta function always seems like some math tool that was created because it's useful as opposed to representing real life.

Thanks, Richard

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By the definition of impulse response, $f()$ is the convolution operator (as shown in @John Doe's comments)

$$f(x(t)) = h(t) * x(t) $$

And now note that

$$f(\delta(t)) = h(t) * \delta(t) = h(t)$$